Posters - KDD 2023

Research Track
Applied Data Science Track
PhD Consortium
Undergraduate Consortium
SoCal Data Science Day

Research Track

Paper ID	Date	Poster Title	Paper Track	Posterboard
1.450	Monday, August 7	HGCN:Tree-likeness Modeling via Continuous and Discrete Curvature Learning	Research	62
1.416	Monday, August 7	3D-IDS: Doubly Disentangled Dynamic Intrusion Detection	Research	128
1.425	Monday, August 7	A Causality Inspired Framework for Model Interpretation	Research	73
638	Monday, August 7	A Higher-Order Temporal H-Index for Evolving Networks	Research	109
724	Monday, August 7	A Message Passing Neural Network Space for Better Capturing Data-dependent Receptive Fields	Research	75
728	Monday, August 7	A Sequence-to-Sequence Approach with Mixed Pointers to Topic Segmentation and Segment Labeling	Research	43
662	Monday, August 7	A Sublinear Time Algorithm for Opinion Optimization in Directed Social Networks via Edge Recommendation	Research	131
1.219	Monday, August 7	Accelerating Personalized PageRank Vector Computation	Research	112
689	Monday, August 7	AdaProp: Learning Adaptive Propagation for Graph Neural Network based Knowledge Graph Reasoning	Research	10
1.467	Monday, August 7	Adaptive Disentangled Transformer for Sequential Recommendation	Research	100
575	Monday, August 7	All in One: Multi-Task Prompting for Graph Neural Networks	Research	121
360	Monday, August 7	Anomaly Detection with Score Distribution Discrimination	Research	18
1.009	Monday, August 7	Approximation Algorithms for Size-Constrained Non-Monotone Submodular Maximization in Deterministic Linear Time	Research	55
1.435	Monday, August 7	Augmenting Recurrent Graph Neural Networks with a Cache	Research	123
370	Monday, August 7	CampER: An Effective Framework for Privacy-Aware Deep Entity Resolution	Research	13
584	Monday, August 7	Capacity Constrained Influence Maximization in Social Networks	Research	114
1.505	Monday, August 7	CARL-G: Clustering-Accelerated Representation Learning on Graphs	Research	94
1.421	Monday, August 7	Causal Effect Estimation on Hierarchical Spatial Graph Data	Research	33
1.064	Monday, August 7	Certified Edge Unlearning for Graph Neural Networks	Research	122
984	Monday, August 7	CF-GODE: Continuous-Time Causal Inference for Multi-Agent Dynamical Systems	Research	31
285	Monday, August 7	CFGL-LCR: A Counterfactual Graph Learning framework for Legal Case Retrieval	Research	45
939	Monday, August 7	Classification of Edge-dependent Labels of Nodes in Hypergraphs	Research	60
435	Monday, August 7	Clenshaw Graph Neural Networks	Research	120
242	Monday, August 7	CLUR: Uncertainty Estimation for Few-Shot Text Classification with Contrastive Learning	Research	40
687	Monday, August 7	Cognitive Evolutionary Search to Select Feature Interactions for Click-Through Rate Prediction	Research	97
462	Monday, August 7	COMET: Learning Cardinality Constrained Mixture of Experts with Trees and Local Search	Research	64
65	Monday, August 7	Communication Efficient Distributed Newton Method with Fast Convergence Rates	Research	51
228	Monday, August 7	Community-based Dynamic Graph Learning for Popularity Prediction	Research	129
77	Monday, August 7	Complementary Classifier Induced Partial Label Learning	Research	152
274	Monday, August 7	Constraint-aware and Ranking-distilled Token Pruning for Efficient Transformer Inference	Research	63
1.210	Monday, August 7	Context-aware Event Forecasting via Graph Disentanglement	Research	11
546	Monday, August 7	CounterNet: End-to-End Training of Prediction Aware Counterfactual Explanations	Research	70
924	Monday, August 7	Cracking White-box DNN Watermarks via Invariant Neuron Transforms	Research	126
1.232	Monday, August 7	Criteria Tell You More than Ratings: Criteria Preference-Aware Light Graph Convolution for Effective Multi-Criteria Recommendation	Research	104
487	Monday, August 7	Data-Efficient and Interpretable Tabular Anomaly Detection	Research	19
751	Monday, August 7	DCdetector: Dual Attention Contrastive Representation Learning for Time Series Anomaly Detection	Research	20
1.151	Monday, August 7	Deception by Omission: Using Adversarial Missingness to Poison Causal Structure Learning	Research	37
640	Monday, August 7	Decoupled Rationalization with Asymmetric Learning Rates: A Flexible Lipschitz Restraint	Research	52
211	Monday, August 7	Deep Encoders with Auxiliary Parameters for Extreme Classification	Research	153
321	Monday, August 7	Deep Pipeline Embeddings for AutoML	Research	25
952	Monday, August 7	Deep Weakly-supervised Anomaly Detection	Research	21
384	Monday, August 7	Dense Representation Learning and Retrieval for Tabular Data Prediction	Research	46
968	Monday, August 7	Densest Diverse Subgraphs: How to Plan a Successful Cocktail Party with Diversity	Research	116
1.030	Monday, August 7	Dependence and Model Selection in LLP: The Problem of Variants	Research	26
1.086	Monday, August 7	Detecting Interference in Online Controlled Experiments with Increasing Allocation	Research	32
1.314	Monday, August 7	Discovering Dynamic Causal Space for DAG Structure Learning	Research	38
833	Monday, August 7	DotHash: Estimating Set Similarity Metrics for Link Prediction and Document Deduplication	Research	3
1.085	Monday, August 7	DyGen: Learning from Noisy Labels via Dynamics-Enhanced Generative Modeling	Research	49
623	Monday, August 7	E-commerce Search via Content Collaborative Graph Neural Network	Research	103
444	Monday, August 7	Efficient and Effective Edge-wise Graph Representation Learning	Research	91
1.443	Monday, August 7	Efficient and Joint Hyperparameter and Architecture Search for Collaborative Filtering	Research	28
571	Monday, August 7	Efficient Approximation Algorithms for Spanning Centrality	Research	108
1.437	Monday, August 7	Efficient Bi-Level Optimization for Recommendation Denoising	Research	99
799	Monday, August 7	Efficient Centrality Maximization with Rademacher Averages	Research	111
653	Monday, August 7	Efficient Coreset Selection with Cluster-based Methods	Research	66
1.146	Monday, August 7	Efficient Distributed Approximate k-Nearest Neighbor Graph Construction by Multiway Random Division Forest	Research	5
598	Monday, August 7	Efficient Single-Source SimRank Query by Path Aggregation	Research	2
1.068	Monday, August 7	Efficient Sparse Linear Bandits under High Dimensional Data	Research	56
130	Monday, August 7	Empower Post-hoc Graph Explanations with Information Bottleneck: A Pre-training and Fine-tuning Perspective	Research	68
1.441	Monday, August 7	Enhancing Graph Representations Learning with Decorrelated Propagation	Research	61
1.422	Monday, August 7	ESSA: Explanation Iterative Supervision via Saliency-guided Data Augmentation	Research	72
688	Monday, August 7	Exploiting Relation-aware Attribute Representation Learning in Knowledge Graph Embedding for Numerical Reasoning	Research	9
330	Monday, August 7	Fair Allocation Over Time	Research	130
572	Monday, August 7	Fast and Accurate Dual-Way Streaming PARAFAC2 for Irregular Tensors - Algorithm and Application	Research	144
1.023	Monday, August 7	Few-shot Low-resource Knowledge Graph Completion with Multi-view Task Representation Generation	Research	16
223	Monday, August 7	Finding Favourite Tuples on Data Streams with Provably Few Comparisons	Research	141
622	Monday, August 7	FIRE: An Optimization Approach for Fast Interpretable Rule Extraction	Research	71
602	Monday, August 7	FLAMES2Graph: An Interpretable Federated Multivariate Time Series Classification Framework	Research	149
921	Monday, August 7	Fragility Index: A New Approach for Binary Classification	Research	54
300	Monday, August 7	Generalizable Low-Resource Activity Recognition with Diverse and Discriminative Representation Learning	Research	136
458	Monday, August 7	Generative Causal Interpretation Model for Spatio-Temporal Representation Learning	Research	35
286	Monday, August 7	Generative Flow Network for Listwise Recommendation	Research	85
1.324	Monday, August 7	GetPt: Graph-enhanced General Table Pre-training with Alternate Attention Network	Research	50
578	Monday, August 7	Grace: Graph Self-Distillation and Completion to Mitigate Degree-Related Biases	Research	58
486	Monday, August 7	Graph Neural Bandits	Research	102
207	Monday, August 7	GraphGLOW: Universal and Generalizable Structure Learning for Graph Neural Networks	Research	34
770	Monday, August 7	GraphSHA: Synthesizing Harder Samples for Class-Imbalanced Node Classification	Research	59
59	Monday, August 7	Guiding Mathematical Reasoning via Mastering Commonsense Formula Knowledge	Research	7
951	Monday, August 7	How Transitive Are Real-World Group Interactions? - Measurement and Reproduction	Research	133
356	Monday, August 7	Hyper-USS: Answering Subset Query Over Multi-Attribute Data Stream	Research	143
1.164	Monday, August 7	Improving Expressivity of GNNs with Subgraph-specific Factor Embedded Normalization	Research	78
298	Monday, August 7	Improving the Expressiveness of K-hop Message-Passing GNNs by Injecting Contextualized Substructure Information	Research	74
919	Monday, August 7	Incremental Causal Graph Learning for Online Root Cause Analysis	Research	125
401	Monday, August 7	Joint Pre-training and Local Re-training: Transferable Representation Learning on Multi-source Knowledge Graphs	Research	14
477	Monday, August 7	Kernel Ridge Regression-Based Graph Dataset Distillation	Research	65
533	Monday, August 7	Knowledge Graph Reasoning over Entities and Numerical Values	Research	8
1.293	Monday, August 7	Knowledge Graph Self-Supervised Rationalization for Recommendation	Research	105
804	Monday, August 7	LEA: Improving Sentence Similarity Robustness to Typos Using Lexical Attention Bias	Research	47
1.343	Monday, August 7	Learning Balanced Tree Indexes for Large-Scale Vector Retrieval	Research	6
583	Monday, August 7	Learning for Counterfactual Fairness from Observational Data	Research	81
1.275	Monday, August 7	Learning from Positive and Unlabeled Multi-Instance Bags in Anomaly Detection	Research	22
386	Monday, August 7	Learning Strong Graph Neural Networks with Weak Information	Research	119
979	Monday, August 7	LightToken: a Task and Model-agnostic Lightweight Token Embedding Framework for Pre-trained Language Models	Research	48
1.339	Monday, August 7	Local Boosting for Weakly-Supervised Learning	Research	157
595	Monday, August 7	Localised Adaptive Spatial-Temporal Graph Neural Network	Research	137
27	Monday, August 7	Locality Sensitive Hashing for Optimizing Subgraph Query Processing in Parallel Computing Systems	Research	1
1.272	Monday, August 7	Machine Unlearning in Gradient Boosting Decision Trees	Research	127
12	Monday, August 7	Maintaining the Status Quo: Capturing Invariant Relations for OOD Spatiotemporal Learning	Research	135
580	Monday, August 7	MAP: A Model-agnostic Pretraining Framework for Click-through Rate Prediction	Research	96
166	Monday, August 7	Meta Graph Learning for Long-tail Recommendation	Research	101
377	Monday, August 7	MetricPrompt: Prompting Model as a Relevance Metric for Few-shot Text Classification	Research	41
1.003	Monday, August 7	MGNN: Graph Neural Networks Inspired by Distance Geometry Problem	Research	77
630	Monday, August 7	MicroscopeSketch: Accurate Sliding Estimation Using Adaptive Zooming	Research	145
1.360	Monday, August 7	Minimizing Hitting Time between Disparate Groups with Shortcut Edges	Research	117
525	Monday, August 7	MixupExplainer: Generalizing Explanations for Graph Neural Networks with Data Augmentation	Research	69
777	Monday, August 7	MM-DAG: Multi-task DAG Learning for Multi-modal Data - with Application for Traffic Congestion Analysis	Research	36
155	Monday, August 7	MSSRNet: Manipulating Sequential Style Representation for Unsupervised Text Style Transfer	Research	39
1.131	Monday, August 7	Multi-Grained Multimodal Interaction Network for Entity Linking	Research	17
1.480	Monday, August 7	Narrow the Input Mismatch in Deep Graph Neural Network Distillation	Research	124
471	Monday, August 7	Neural-Hidden-CRF: A Robust Weakly-Supervised Sequence Labeler	Research	42
347	Monday, August 7	Node Classification Beyond Homophily: Towards a General Solution	Research	57
193	Monday, August 7	Off-Policy Evaluation of Ranking Policies under Diverse User Behavior	Research	84
1.506	Monday, August 7	On Hierarchical Disentanglement of Interactive Behaviors for Multimodal Spatiotemporal Data with Incompleteness	Research	140
953	Monday, August 7	On Improving the Cohesiveness of Graphs by Merging Nodes: Formulation	Research	115
1.436	Monday, August 7	On Manipulating Signals of User-Item Graph: A Jacobi Polynomial-based Graph Collaborative Filtering	Research	106
748	Monday, August 7	On Structural Expressive Power of Graph Transformers	Research	76
931	Monday, August 7	Online Fairness Auditing through Iterative Refinement	Research	82
1.472	Monday, August 7	Open-Set Semi-Supervised Text Classification with Latent Outlier Softening	Research	44
1.046	Monday, August 7	OPORP: One Permutation + One Random Projection	Research	4
443	Monday, August 7	Optimal Dynamic Subset Sampling: Theory and Applications	Research	113
636	Monday, August 7	Partial-label Learning with Mixed Closed-set and Open-set Out-of-candidate Examples	Research	156
93	Monday, August 7	Path-Specific Counterfactual Fairness for Recommender Systems	Research	79
869	Monday, August 7	Planning to Fairly Allocate: Probabilistic Fairness in the Restless Bandit Setting	Research	132
1.366	Monday, August 7	Precursor-of-Anomaly Detection for Irregular Time Series	Research	23
1.148	Monday, August 7	PrefRec: Recommender Systems with Human Preferences for Reinforcing Long-term User Engagement	Research	98
1.296	Monday, August 7	PSLOG: Pretraining with Search Logs for Document Ranking	Research	88
126	Monday, August 7	Pyramid Graph Neural Network: a Graph Sampling and Filtering Approach for Multi-scale Disentangled Representations	Research	89
723	Monday, August 7	Quantifying Node Importance over Network Structural Stability	Research	110
876	Monday, August 7	Querywise Fair Learning to Rank through Multi-Objective Optimization	Research	87
550	Monday, August 7	Rank-heterogeneous Preference Models for School Choice	Research	86
1.392	Monday, August 7	Rapid Image Labeling via Neuro-Symbolic Learning	Research	27
733	Monday, August 7	Recognizing Unseen Objects via Multimodal Intensive Knowledge Graph Propagation	Research	15
318	Monday, August 7	Reducing Exposure to Harmful Content via Graph Rewiring	Research	107
1.281	Monday, August 7	Representation Learning on Hyper-Relational and Numeric Knowledge Graphs with Transformers	Research	12
433	Monday, August 7	Semantic Dissimilarity Guided Locality Preserving Projections for Partial Label Dimensionality Reduction	Research	154
1.389	Monday, August 7	Sequential Learning Algorithms for Contextual Model-Free Influence Maximization	Research	118
656	Monday, August 7	Sharpness-Aware Minimization Revisited: Weighted Sharpness as a Regularization Term	Research	53
1.491	Monday, August 7	Sketch-Based Anomaly Detection in Streaming Graphs	Research	146
273	Monday, August 7	SketchPolymer: Estimate Per-item Tail Quantile Using One Sketch	Research	142
1.103	Monday, August 7	Spatio-temporal Diffusion Point Processes	Research	138
692	Monday, August 7	Specify Robust Causal Representation from Mixed Observations	Research	30
1.434	Monday, August 7	ST-iFGSM: Enhancing Robustness of Human Mobility Signature Identification Model via Spatial-Temporal Iterative FGSM	Research	139
470	Monday, August 7	SURE: Robust	Research	80
177	Monday, August 7	Test Accuracy vs. Generalization Gap: Model Selection in NLP without Accessing Training or Testing Data	Research	24
253	Monday, August 7	Text Is All You Need: Learning Language Representations for Sequential Recommendation	Research	95
884	Monday, August 7	The Information Pathways Hypothesis: Transformers are Dynamic Self-Ensembles	Research	67
493	Monday, August 7	To Aggregate or Not? Learning with Separate Noisy Labels	Research	155
1.242	Monday, August 7	Towards Fair Disentangled Online Learning for Changing Environments	Research	83
559	Monday, August 7	Towards Graph-level Anomaly Detection via Deep Evolutionary Mapping	Research	92
280	Monday, August 7	Transferable Graph Structure Learning for Graph-based Traffic Forecasting Across Cities	Research	147
426	Monday, August 7	Treatment Effect Estimation with Adjustment Feature Selection	Research	29
367	Monday, August 7	TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting	Research	148
1.212	Monday, August 7	VQNE: Variational Quantum Network Embedding with Application to Network Alignment	Research	93
1.332	Monday, August 7	Warpformer: A Multi-scale Modeling Approach for Irregular Clinical Time Series	Research	151
150	Monday, August 7	What's Behind the Mask: Understanding Masked Graph Modeling for Graph Autoencoders	Research	90
909	Monday, August 7	When Rigidity Hurts: Soft Consistency Regularization for Probabilistic Hierarchical Time Series Forecasting	Research	150
3	Tuesday, August 8	HiMacMic: Hierarchical Multi-Agent Deep Reinforcement Learning with Dynamic Asynchronous Macro Strategy	Research	33
13	Tuesday, August 8	Graph Neural Processes for Spatio-Temporal Extrapolation	Research	63
18	Tuesday, August 8	PROSE: Graph Structure Learning via Progressive Strategy	Research	23
37	Tuesday, August 8	EXTRACT and REFINE: Finding a Support Subgraph Set for Graph Representation	Research	74
49	Tuesday, August 8	Hierarchical Invariant Learning for Domain Generalization Recommendation	Research	96
52	Tuesday, August 8	One for All: Unified Workload Prediction for Dynamic Multi-tenant Edge Cloud Platforms	Research	7
58	Tuesday, August 8	Granger Causal Chain Discovery for Sepsis-Associated Derangements via Continuous-Time Hawkes Processes	Research	132
66	Tuesday, August 8	Contrastive Meta-Learning for Few-shot Node Classification	Research	24
75	Tuesday, August 8	WHEN: A Wavelet-DTW Hybrid Attention Network for Heterogeneous Time Series Analysis	Research	45
108	Tuesday, August 8	Less is More: SlimG for Accurate	Research	25
112	Tuesday, August 8	Virtual Node Tuning for Few-shot Node Classification	Research	26
127	Tuesday, August 8	GAL-VNE: Solving the VNE Problem with Global Reinforcement Learning and Local One-Shot Neural Prediction	Research	8
161	Tuesday, August 8	Robust Spatiotemporal Traffic Forecasting with Reinforced Dynamic Adversarial Training	Research	138
168	Tuesday, August 8	Domain-Specific Risk Minimization for Domain Generalization	Research	69
170	Tuesday, August 8	3D-Polishing for Triangular Mesh Compression of Point Cloud Data	Research	91
181	Tuesday, August 8	TWIN: Personalized Clinical Trial Digital Twin Generation	Research	133
183	Tuesday, August 8	MAPLE: Semi-Supervised Learning with Multi-Alignment and Pseudo-Learning	Research	13
198	Tuesday, August 8	Source-Free Domain Adaptation with Temporal Imputation for Time Series Data	Research	46
225	Tuesday, August 8	Prescriptive PCA: Dimensionality Reduction for Two-stage Stochastic Optimization	Research	18
244	Tuesday, August 8	Pattern Expansion and Consolidation on Evolving Graphs for Continual Traffic Prediction	Research	139
252	Tuesday, August 8	UCEpic: Unifying Aspect Planning and Lexical Constraints for Generating Explanations in Recommendation	Research	97
276	Tuesday, August 8	Learning Behavior-oriented Knowledge Tracing	Research	144
292	Tuesday, August 8	Causal Inference via Style Transfer for Out-of-distribution Generalisation	Research	70
302	Tuesday, August 8	Feature-based Learning for Diverse and Privacy-Preserving Counterfactual Explanations	Research	80
305	Tuesday, August 8	TransformerLight: A Novel Sequence Modeling Based Traffic Signaling Mechanism via Gated Transformer	Research	140
312	Tuesday, August 8	Mastering Stock Markets with Efficient Mixture of Diversified Trading Experts	Research	120
314	Tuesday, August 8	Learning Autoregressive Model in LSM-Tree Based Store	Research	9
335	Tuesday, August 8	How does the Memorization of Neural Networks Impact Adversarial Robust Models?	Research	114
337	Tuesday, August 8	Reconstructing Graph Diffusion History from a Single Snapshot	Research	64
339	Tuesday, August 8	Networked Time Series Imputation via Position-aware Graph Enhanced Variational Autoencoders	Research	47
341	Tuesday, August 8	Leveraging Relational Graph Neural Network for Transductive Model Ensemble	Research	14
342	Tuesday, August 8	Parameter-free Spikelet: Discovering Different Length and Warped Time Series Motifs using an Adaptive Time Series Representation	Research	75
357	Tuesday, August 8	PERT-GNN: Latency Prediction for Microservice-based Cloud-Native Applications via Graph Neural Networks	Research	10
375	Tuesday, August 8	IDToolkit: A Toolkit for Benchmarking and Developing Inverse Design Algorithms in Nanophotonics	Research	145
376	Tuesday, August 8	FedAPEN: Personalized Cross-silo Federated Learning with Adaptability to Statistical Heterogeneity	Research	28
385	Tuesday, August 8	Hierarchical Proxy Modeling for Improved HPO in Time Series Forecasting	Research	155
395	Tuesday, August 8	Preemptive Detection of Fake Accounts on Social Networks via Multi-Class Preferential Attachment Classifiers	Research	1
409	Tuesday, August 8	DM-PFL: Hitchhiking Generic Federated Learning for Efficient Shift-Robust Personalization	Research	29
410	Tuesday, August 8	Rumor Detection with Diverse Counterfactual Evidence	Research	2
411	Tuesday, August 8	Financial Default Prediction via Motif-preserving Graph Neural Network with Curriculum Learning	Research	121
421	Tuesday, August 8	B2-Sampling: Fusing Balanced and Biased Sampling for Graph Contrastive Learning	Research	102
430	Tuesday, August 8	CriticalFL: A Critical Learning Periods Augmented Client Selection Framework for Efficient Federated Learning	Research	85
446	Tuesday, August 8	GMOCAT: A Graph-Enhanced Multi-Objective Method for Computerized Adaptive Testing	Research	146
449	Tuesday, August 8	Dual-view Molecular Pre-training	Research	39
450	Tuesday, August 8	Communication Efficient and Differentially Private Logistic Regression under the Distributed Setting	Research	81
459	Tuesday, August 8	Automatic Temporal Relation in Multi-Task Learning	Research	15
460	Tuesday, August 8	Multiplex Heterogeneous Graph Neural Network with Behavior Pattern Modeling	Research	126
463	Tuesday, August 8	Accelerating Dynamic Network Embedding with Billions of Parameter Updates to Milliseconds	Research	57
492	Tuesday, August 8	Federated Few-shot Learning	Research	86
501	Tuesday, August 8	PAT: Geometry-Aware Hard-Label Black-Box Adversarial Attacks on Text	Research	108
515	Tuesday, August 8	Semi-Supervised Graph Imbalanced Regression	Research	147
517	Tuesday, August 8	LightPath: Lightweight and Scalable Path Representation Learning	Research	150
549	Tuesday, August 8	GAT-MF: Graph Attention Mean Field for Very Large Scale Multi-Agent Reinforcement Learning	Research	34
554	Tuesday, August 8	R-Mixup: Riemannian Mixup for Biological Networks	Research	134
577	Tuesday, August 8	Sparse Binary Transformers for Multivariate Time Series Modeling	Research	48
581	Tuesday, August 8	Fairness-Aware Continuous Predictions of Multiple Analytics Targets in Dynamic Networks	Research	58
591	Tuesday, August 8	IPOC: An Adaptive Interval Prediction Model based on Online Chasing and Conformal Inference for Large-Scale Systems	Research	11
629	Tuesday, August 8	Urban Region Representation Learning with OpenStreetMap Building Footprints	Research	151
639	Tuesday, August 8	DoubleAdapt: A Meta-learning Approach to Incremental Learning for Stock Trend Forecasting	Research	122
647	Tuesday, August 8	Imputation-based Time-Series Anomaly Detection with Conditional Weight-Incremental Diffusion Models	Research	49
652	Tuesday, August 8	FedDefender: Client-Side Attack-Tolerant Federated Learning	Research	87
690	Tuesday, August 8	Similarity Preserving Adversarial Graph Contrastive Learning	Research	103
707	Tuesday, August 8	Improving Conversational Recommendation Systems via Counterfactual Data Simulation	Research	51
711	Tuesday, August 8	Optimizing Traffic Control with Model-Based Learning: A Pessimistic Approach to Data-Efficient Policy Inference	Research	141
714	Tuesday, August 8	DyTed: Disentangled Representation Learning for Discrete-time Dynamic Graph	Research	59
722	Tuesday, August 8	FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy	Research	30
731	Tuesday, August 8	Enhancing Node-Level Adversarial Defenses by Lipschitz Regularization of Graph Neural Networks	Research	109
741	Tuesday, August 8	Physics-Guided Discovery of Highly Nonlinear Parametric Partial Differential Equations	Research	65
749	Tuesday, August 8	FLOOD: A Flexible Invariant Learning Framework for Out-of-Distribution Generalization on Graphs	Research	71
758	Tuesday, August 8	Mitigating Action Hysteresis in Traffic Signal Control with Traffic Predictive Reinforcement Learning	Research	142
766	Tuesday, August 8	HomoGCL: Rethinking Homophily in Graph Contrastive Learning	Research	104
768	Tuesday, August 8	A Dual-Agent Scheduler for Distributed Deep Learning Jobs on Public Cloud via Reinforcement Learning	Research	12
778	Tuesday, August 8	Web-based Long-term Spine Treatment Outcome Forecasting	Research	135
783	Tuesday, August 8	Adversaries with Limited Information in the Friedkin\'96Johnsen Model	Research	3
796	Tuesday, August 8	Shilling Black-box Review-based Recommender Systems through Fake Review Generation	Research	4
818	Tuesday, August 8	Quantitatively Measuring and Contrastively Exploring Heterogeneity for Domain Generalization	Research	72
819	Tuesday, August 8	Debiasing Recommendation by Learning Identifiable Latent Confounders	Research	98
828	Tuesday, August 8	Towards Reliable Rare Category Analysis on Graphs via Individual Calibration	Research	123
840	Tuesday, August 8	End-to-End Inventory Prediction and Contract Allocation for Guaranteed Delivery Advertising	Research	127
846	Tuesday, August 8	Online Level-wise Hierarchical Clustering	Research	19
851	Tuesday, August 8	Reconsidering Learning Objectives in Unbiased Recommendation: A Distribution Shift Perspective	Research	99
857	Tuesday, August 8	Learning to Schedule in Diffusion Probabilistic Models	Research	66
863	Tuesday, August 8	Below the Surface: Summarizing Event Sequences with Generalized Sequential Patterns	Research	76
880	Tuesday, August 8	Who should be Given Incentives? Counterfactual Optimal Treatment Regimes Learning for Recommendation	Research	100
886	Tuesday, August 8	Towards Understanding and Enhancing Robustness of Deep Learning Models against Malicious Unlearning Attacks	Research	156
896	Tuesday, August 8	Connecting the Dots -- Density-Connectivity Distance unifies DBSCAN	Research	20
914	Tuesday, August 8	Weakly Supervised Multi-Label Classification of Full-Text Scientific Papers	Research	148
916	Tuesday, August 8	Shift-Robust Molecular Relational Learning with Causal Substructure	Research	40
937	Tuesday, August 8	Generalizing Graph ODE for Learning Complex System Dynamics across Environments	Research	67
941	Tuesday, August 8	MedLink: De-Identified Patient Health Record Linkage	Research	136
963	Tuesday, August 8	Unbiased Locally Private Estimator for Polynomials of Laplacian Variables	Research	82
973	Tuesday, August 8	QTIAH-GNN: Quantity and Topology Imbalance-aware Heterogeneous Graph Neural Network for Bankruptcy Prediction	Research	124
982	Tuesday, August 8	Spatial Clustering Regression of Count Value Data via Bayesian Mixture of Finite Mixtures	Research	21
990	Tuesday, August 8	Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks	Research	60
1.006	Tuesday, August 8	Skill Disentanglement for Imitation Learning from Suboptimal Demonstrations	Research	35
1.007	Tuesday, August 8	Robustness Certification for Structured Prediction with General Inputs via Safe Region Modeling in the Semimetric Output Space	Research	110
1.011	Tuesday, August 8	Domain-Guided Spatio-Temporal Self-Attention for Egocentric 3D Pose Estimation	Research	92
1.026	Tuesday, August 8	Temporal Dynamics-Aware Adversarial Attacks on Discrete-Time Dynamic Graph Models	Research	111
1.029	Tuesday, August 8	Hyperbolic Graph Topic Modeling Network with Continuously Updated Topic Tree	Research	22
1.035	Tuesday, August 8	When to Pre-Train Graph Neural Networks? From Data Generation Perspective!	Research	16
1.041	Tuesday, August 8	Improving Search Clarification with Structured Information Extracted from Search Results	Research	52
1.042	Tuesday, August 8	Contrastive Learning for User Sequence Representation in Personalized Product Search	Research	128
1.052	Tuesday, August 8	Task-Equivariant Graph Few-shot Learning	Research	27
1.071	Tuesday, August 8	Interpretable Sparsification of Brain Graphs: Better Practices and Effective Designs for Graph Neural Networks	Research	93
1.072	Tuesday, August 8	An Observed Value Consistent Diffusion Model for Imputing Missing Values in Multivariate Time Series	Research	50
1.074	Tuesday, August 8	LATTE: A Framework for Learning Item-Features to Make a Domain-Expert for Effective Conversational Recommendation	Research	53
1.084	Tuesday, August 8	Accelerating Antimicrobial Peptide Discovery with Latent Structure	Research	41
1.091	Tuesday, August 8	Privacy Matters: Vertical Federated Linear Contextual Bandits for Privacy Protected Recommendation	Research	83
1.094	Tuesday, August 8	One-shot Joint Extraction	Research	94
1.096	Tuesday, August 8	Maximizing Neutrality in News Ordering	Research	5
1.104	Tuesday, August 8	Personalized Federated Learning with Parameter Propagation	Research	31
1.106	Tuesday, August 8	Spatial Heterophily Aware Graph Neural Networks	Research	143
1.110	Tuesday, August 8	Multi-Temporal Relationship Inference in Urban Areas	Research	152
1.113	Tuesday, August 8	A Study of Situational Reasoning for Traffic Understanding	Research	153
1.118	Tuesday, August 8	Contrastive Cross-scale Graph Knowledge Synergy	Research	105
1.122	Tuesday, August 8	Investigating Trojan Attacks on Pre-trained Language Model-powered Database Middleware	Research	112
1.127	Tuesday, August 8	Enhance Diffusion to Improve Robust Generalization	Research	115
1.134	Tuesday, August 8	ExplainableFold: Understanding AlphaFold Prediction with Explainable AI	Research	42
1.142	Tuesday, August 8	FedSkill: Privacy Preserved Interpretable Skill Learning via Imitation	Research	84
1.143	Tuesday, August 8	Delving into Global Dialogue Structures: Structure Planning Augmented Response Selection for Multi-turn Conversations	Research	54
1.145	Tuesday, August 8	Generative Perturbation Analysis for Probabilistic Black-Box Anomaly Attribution	Research	116
1.155	Tuesday, August 8	Serverless Federated AUPRC Optimization for Multi-Party Collaborative Imbalanced Data Mining	Research	88
1.159	Tuesday, August 8	Empowering General-purpose User Representation with Full-life Cycle Behavior Modeling	Research	129
1.162	Tuesday, August 8	Learning to Relate to Previous Turns in Conversational Search	Research	55
1.167	Tuesday, August 8	Adversarial Constrained Bidding via Minimax Regret Optimization with Causality-Aware Reinforcement Learning	Research	125
1.185	Tuesday, August 8	Doubly Robust AUC Optimization against Noisy and Adversarial Samples	Research	117
1.192	Tuesday, August 8	Graph Contrastive Learning with Generative Adversarial Network	Research	106
1.194	Tuesday, August 8	Boosting Multitask Learning on Graphs through Higher-Order Task Affinities	Research	17
1.201	Tuesday, August 8	Using Motif Transitions for Temporal Graph Generation	Research	77
1.209	Tuesday, August 8	Predicting Information Pathways Across Online Communities	Research	237
1.218	Tuesday, August 8	Robust Positive-Unlabeled Learning via Noise Negative Sample Self-correction	Research	118
1.220	Tuesday, August 8	Counterfactual Learning on Heterogeneous Graphs with Greedy Perturbation	Research	61
1.236	Tuesday, August 8	Unbiased Delayed Feedback Label Correction for Conversion Rate Prediction	Research	101
1.239	Tuesday, August 8	A Unified Framework of Graph Information Bottleneck for Robustness and Membership Privacy	Research	113
1.248	Tuesday, August 8	A Data-centric Framework to Endow Graph Neural Networks with Out-Of-Distribution Detection Ability	Research	73
1.262	Tuesday, August 8	Navigating Alignment for Non-identical Client Class Sets: A Label Name-Anchored Federated Learning Framework	Research	32
1.300	Tuesday, August 8	WinGNN: Dynamic Graph Neural Networks with Random Gradient Aggregation Window	Research	62
1.336	Tuesday, August 8	FRIGATE: Frugal Spatio-temporal Forecasting on Road Networks	Research	154
1.348	Tuesday, August 8	MBrain: A Multi-channel Self-Supervised Learning Framework for Brain Signals	Research	95
1.349	Tuesday, August 8	DECOR: Degree-Corrected Social Graph Refinement for Fake News Detection	Research	6
1.352	Tuesday, August 8	Theoretical Convergence Guaranteed Resource-Adaptive Federated Learning with Mixed Heterogeneity	Research	89
1.357	Tuesday, August 8	Task Relation-aware Continual User Representation Learning	Research	130
1.358	Tuesday, August 8	Learning-Based Ad Auction Design with Externalities: the Framework and A Matching-Based Approach	Research	131
1.363	Tuesday, August 8	Self-Adaptive Perturbation Radii for Adversarial Training	Research	119
1.410	Tuesday, August 8	Automated 3D Pre-Training for Molecular Property Prediction	Research	43
1.413	Tuesday, August 8	Pre-training Antibody Language Models for Antigen-Specific Computational Antibody Design	Research	44
1.414	Tuesday, August 8	Internal Logical Induction for Pixel-Symbolic Reinforcement Learning	Research	36
1.423	Tuesday, August 8	FedPseudo: Privacy-Preserving Pseudo Value-Based Deep Learning Models for Federated Survival Analysis	Research	137
1.444	Tuesday, August 8	Meta Multi-agent Exercise Recommendation: A Game Application Perspective	Research	149
1.446	Tuesday, August 8	ShapleyFL: Robust Federated Learning Based on Shapley Value	Research	90
1.460	Tuesday, August 8	MimoSketch: A Framework to Mine Item Frequency on Multiple Nodes with Sketches	Research	78
1.465	Tuesday, August 8	BatchSampler: Sampling Mini-Batches for Contrastive Learning in Vision	Research	107
1.470	Tuesday, August 8	User-Regulation Deconfounded Conversational Recommender System with Bandit Feedback	Research	56
1.479	Tuesday, August 8	Impatient Bandits: Optimizing Recommendations for the Long-Term Without Delay	Research	37
1.482	Tuesday, August 8	Generalized Matrix Local Low Rank Representation by Random Projection and Submatrix Propagation	Research	79
1.500	Tuesday, August 8	Towards Variance Reduction for Reinforcement Learning of Industrial Decision-making Tasks: A Bi-Critic based Demand-Constraint Decoupling Approach	Research	38
1.503	Tuesday, August 8	Deep Bayesian Active Learning for Accelerating Stochastic Simulation	Research	68

Generated by wpDataTables

Applied Data Science Track

Paper ID	Date	Poster Title	Paper Track	Posterboard
69	Monday, August 7	A Data-Driven Decision Support Framework for Player Churn Analysis in Online Games	ADS	212
531	Monday, August 7	A Data-driven Region Generation Framework for Spatiotemporal Transportation Service Management	ADS	239
158	Monday, August 7	A Feature-Based Coalition Game Framework with Privileged Knowledge Transfer for User-tag Profile Modeling	ADS	218
126	Monday, August 7	A Look into Causal Effects under Entangled Treatment in Graphs: Investigating the Impact of Contact on MRSA Infection	ADS	177
645	Monday, August 7	A Multi-stage Framework for Online Bonus Allocation Based on Constrained User Intent Detection	ADS	195
143	Monday, August 7	A Personalized Automated Bidding Framework for Fairness-aware Online Advertising	ADS	217
444	Monday, August 7	AdaTT: Adaptive Task-to-Task Fusion Network for Multitask Learning in Recommendations	ADS	207
490	Monday, August 7	An Interpretable	ADS	216
513	Monday, August 7	Analysis of COVID-19 Offensive Tweets and Their Targets	ADS	253
405	Monday, August 7	Assisting Clinical Decisions for Scarcely Available Treatment via Disentangled Latent Representation	ADS	200
403	Monday, August 7	Automatic Music Playlist Generation via Simulation-based Reinforcement Learning	ADS	213
162	Monday, August 7	Balancing Approach for Causal Inference at Scale	ADS	245
406	Monday, August 7	Ball Trajectory Inference from Multi-Agent Sports Contexts Using Set Transformer and Hierarchical Bi-LSTM	ADS	214
10	Monday, August 7	Binary Embedding-based Retrieval at Tencent	ADS	172
275	Monday, August 7	Capturing Conversion Rate Fluctuation during Sales Promotions: A Novel Historical Data Reuse Approach	ADS	161
123	Monday, August 7	CBLab: Supporting the Training of Large-scale Traffic Control Policies with Scalable Traffic Simulation full strip notes	ADS	236
354	Monday, August 7	Commonsense Knowledge Graph towards Supper APP and Its Applications in Alipay	ADS	181
600	Monday, August 7	Constrained Social Community Recommendation	ADS	255
93	Monday, August 7	Controllable Multi-Objective Re-ranking with Policy Hypernetworks	ADS	223
100	Monday, August 7	CT4Rec: Simple yet Effective Consistency Training for Sequential Recommendation	ADS	225
620	Monday, August 7	Deep Offline Reinforcement Learning for Real-world Treatment Optimization Applications	ADS	134
148	Monday, August 7	Demystifying Fraudulent Transactions and Illicit Nodes in the Bitcoin Network for Financial Forensics	ADS	179
546	Monday, August 7	Detecting Vulnerable Nodes in Urban Infrastructure Interdependent Network full strip notes	ADS	193
289	Monday, August 7	DGI: An Easy and Efficient Framework for GNN Model Evaluation	ADS	186
667	Monday, August 7	Diga: Guided Diffusion Model for Graph Recovery in Anti-Money Laundering	ADS	184
249	Monday, August 7	DNet: Distributional Network for Distributional Individualized Treatment Effects	ADS	185
344	Monday, August 7	Doctor Specific Tag Recommendation for Online Medical Record Management	ADS	198
89	Monday, August 7	Evolve Path Tracer: Early Detection of Malicious Addresses in Cryptocurrency	ADS	176
371	Monday, August 7	Expert Knowledge-Aware Image Difference Graph Representation Learning for Difference-Aware Medical Visual Question Answering	ADS	199
580	Monday, August 7	Explicit Feature Interaction-aware Uplift Network for Online Marketing	ADS	169
418	Monday, August 7	Fair multilingual vandalism detection system for Wikipedia	ADS	252
472	Monday, August 7	FedMultimodal: A Benchmark for Multimodal Federated Learning	ADS	166
703	Monday, August 7	FS-REAL: Towards Real-World Cross-Device Federated Learning	ADS	170
346	Monday, August 7	Generating Synergistic Formulaic Alpha Collections via Reinforcement Learning	ADS	180
615	Monday, August 7	Graph Learning in Physical-informed Mesh-reduced Space for Real-world Dynamic Systems	ADS	194
216	Monday, August 7	Graph-Based Model-Agnostic Data Subsampling for Recommendation Systems	ADS	227
62	Monday, August 7	HardSATGEN: Understanding the Difficulty of Hard SAT Formula Generation and A Strong Structure-Hardness-Aware Baseline	ADS	175
194	Monday, August 7	Hierarchical Projection Enhanced Multi-behavior Recommendation	ADS	204
551	Monday, August 7	Hierarchical Reinforcement Learning for Dynamic Autonomous Vehicle Navigation at Intelligent Intersections	ADS	240
447	Monday, August 7	HUGE: Huge Unsupervised Graph Embeddings with TPUs	ADS	188
496	Monday, August 7	Identifying Complicated Contagion Scenarios from Cascade Data	ADS	201
510	Monday, August 7	IGB: Addressing The Gaps In Labeling	ADS	190
476	Monday, August 7	Impact-Oriented Contextual Scholar Profiling using Self-Citation Graphs	ADS	189
228	Monday, August 7	Improving Training Stability for Multitask Ranking Models in Recommender Systems	ADS	205
105	Monday, August 7	Joint Optimization of Ranking and Calibration with Contextualized Hybrid Model	ADS	160
676	Monday, August 7	Knowledge Based Prohibited Item Detection on Heterogeneous Risk Graphs	ADS	196
709	Monday, August 7	Large-scale Urban Cellular Traffic Generation via Knowledge-Enhanced GANs with Multi-Periodic Patterns	ADS	242
640	Monday, August 7	Learning Discrete Document Representations in Web Search	ADS	233
32	Monday, August 7	Learning Joint Relational Co-evolution in Spatial-Temporal Knowledge Graph for SMEs Supply Chain Prediction	ADS	173
638	Monday, August 7	Learning Multi-Agent Intention-Aware Communication for Optimal Multi-Order Execution in Finance	ADS	183
399	Monday, August 7	Learning Multivariate Hawkes Process via Graph Recurrent Neural Network	ADS	187
734	Monday, August 7	Learning to Discover Various Simpson's Paradoxes	ADS	234
40	Monday, August 7	LibAUC: A Deep Learning Library for X-Risk Optimization	ADS	174
372	Monday, August 7	M3PT: A Multi-Modal Model for POI Tagging	ADS	237
98	Monday, August 7	M5: Multi-Modal Multi-Interest Multi-Scenario Matching for Over-the-Top Recommendation	ADS	224
489	Monday, August 7	Macular: A Multi-Task Adversarial Framework for Cross-Lingual Natural Language Understanding	ADS	208
495	Monday, August 7	MIDLG: Mutual Information based Dual Level GNN for Transaction Fraud Complaint Verification	ADS	191
189	Monday, August 7	Multi-channel Integrated Recommendation with Exposure Constraints	ADS	226
60	Monday, August 7	Multi-factor Sequential Re-ranking with Perception-Aware Diversification	ADS	159
227	Monday, August 7	Multi-Label Learning to Rank through Multi-Objective Optimization	ADS	229
66	Monday, August 7	Multimodal Indoor Localisation in Parkinson's Disease for Detecting Medication Use: Observational Pilot Study in a Free-Living Setting	ADS	197
251	Monday, August 7	MUSER: A MUlti-Step Evidence Retrieval Enhancement Framework for Fake News Detection	ADS	249
577	Monday, August 7	NEON: Living Needs Prediction System in Meituan	ADS	210
125	Monday, August 7	Neural Insights for Digital Marketing Content Design	ADS	165
483	Monday, August 7	NFT-Based Data Marketplace with Digital Watermarking	ADS	182
5	Monday, August 7	Off-Policy Learning-to-Bid with AuctionGym	ADS	158
218	Monday, August 7	On-device Integrated Re-ranking with Heterogeneous Behavior Modeling	ADS	228
107	Monday, August 7	Optimizing Airbnb Search Journey with Multi-task Learning	ADS	243
204	Monday, August 7	PASS: Personalized Advertiser-aware Sponsored Search full strip notes	ADS	219
314	Monday, August 7	PDAS: A Practical Distributed ADMM System for Large-Scale Linear Programming Problems at Alipay	ADS	230
698	Monday, August 7	PEPNet: Parameter and Embedding Personalized Network for Infusing with Personalized Prior Information	ADS	222
386	Monday, August 7	PlanRanker: Towards Personalized Ranking of Train Transfer Plans	ADS	220
566	Monday, August 7	PrivateRec: Differentially Private Model Training and Online Serving for Federated News Recommendation	ADS	168
225	Monday, August 7	RankFormer: Listwise Learning-to-Rank Using Listwide Labels	ADS	246
542	Monday, August 7	Removing Camouflage and Revealing Collusion: Leveraging Gang-crime Pattern in Fraudster Detection	ADS	192
712	Monday, August 7	Revisiting Personalized Federated Learning: Robustness Against Backdoor Attacks	ADS	171
394	Monday, August 7	Rewiring Police Officer Training Networks to Reduce Forecasted Use of Force	ADS	232
306	Monday, August 7	RLTP: Reinforcement Learning to Pace for Delayed Impression Modeling in Preloaded Ads	ADS	162
648	Monday, August 7	Road Planning for Slums via Deep Reinforcement Learning	ADS	241
179	Monday, August 7	Robust Multimodal Failure Detection for Microservice Systems	ADS	178
291	Monday, August 7	S2phere: Semi-Supervised Pre-training for Web Search over Heterogeneous Learning to Rank Data	ADS	247
535	Monday, August 7	SAMD: An Industrial Framework for Heterogeneous Multi-Scenario Recommendation	ADS	209
311	Monday, August 7	Scenario-Adaptive Feature Interaction for Click-Through Rate Prediction	ADS	206
323	Monday, August 7	Semantic-Enhanced Differentiable Search Index Inspired by Learning Strategies	ADS	231
8	Monday, August 7	ShuttleSet: A Human-Annotated Stroke-Level Singles Dataset for Badminton Tactical Analysis	ADS	211
585	Monday, August 7	SMILE: Evaluation and Domain Adaptation for Social Media Language Understanding	ADS	254
657	Monday, August 7	The Missing Indicator Method: From Low to High Dimensions	ADS	202
159	Monday, August 7	Towards Disentangling Relevance and Bias in Unbiased Learning to Rank	ADS	244
392	Monday, August 7	Towards Fairness in Personalized Ads Using Impression Variance Aware Reinforcement Learning	ADS	164
683	Monday, August 7	Towards Suicide Prevention from Bipolar Disorder with Temporal Symptom-Aware Multitask Learning	ADS	203
449	Monday, August 7	TransAct: Transformer-based Realtime User Action Model for Recommendation at Pinterest	ADS	221
349	Monday, August 7	TrustGeo: Uncertainty-Aware Dynamic Graph Learning for Trustworthy IP Geolocation	ADS	250
410	Monday, August 7	TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations at Twitter	ADS	251
321	Monday, August 7	TWIN: TWo-stage Interest Network for Lifelong User Behavior Modeling in CTR Prediction at Kuaishou	ADS	163
482	Monday, August 7	UA-FedRec: Untargeted Attack on Federated News Recommendation	ADS	167
430	Monday, August 7	un-xPass: Measuring Soccer Player's Creativity	ADS	215
375	Monday, August 7	Understanding the Semantics of GPS-based Trajectories for Road Closure Detection	ADS	238
680	Monday, August 7	Web-Scale Academic Name Disambiguation: The WhoIsWho Benchmark	ADS	248
758	Monday, August 7	WebGLM: Towards An Efficient Web-enhanced Question Answering System with Human Preference	ADS	235
24	Tuesday, August 8	Efficient Continuous Space Policy Optimization for High-frequency Trading	ADS	233
28	Tuesday, August 8	Stabilising Job Survival Analysis for Disability Employment Services in Unseen Environments	ADS	162
43	Tuesday, August 8	Select and Trade: Towards Unified Pair Trading with Hierarchical Reinforcement Learning	ADS	234
78	Tuesday, August 8	Influence Maximization with Fairness at Scale	ADS	163
80	Tuesday, August 8	C-AOI: Contour-based Instance Segmentation for High-Quality Areas-of-Interest in Online Food Delivery Platform	ADS	226
91	Tuesday, August 8	Towards a Generic Framework for Mechanism-guided Deep Learning for Manufacturing Applications	ADS	214
96	Tuesday, August 8	SAInf: Stay Area Inference of Vehicles using Surveillance Camera Records	ADS	195
122	Tuesday, August 8	DisasterNet: Causal Bayesian Networks with Normalizing Flows for Cascading Hazards Estimation from Satellite Imagery	ADS	175
124	Tuesday, August 8	Real Time Index and Search Across Large Quantities of GNN Experts for Low Latency Online Learning	ADS	227
160	Tuesday, August 8	Group-based Fraud Detection Network on e-Commerce Platforms	ADS	169
167	Tuesday, August 8	Discovering Novel Biological Traits From Images Using Phylogeny-Guided Neural Networks	ADS	228
180	Tuesday, August 8	Rover: An Online Spark SQL Tuning Service via Generalized Transfer Learning	ADS	164
190	Tuesday, August 8	Taming the Domain Shift in Multi-source Learning for Energy Disaggregation	ADS	215
199	Tuesday, August 8	BERT4CTR: An Efficient Framework to Combine Pre-trained Language Model with Non-textual Features for CTR Prediction	ADS	182
229	Tuesday, August 8	Online Quality Prediction in Windshield Manufacturing using Data-Efficient Machine Learning	ADS	216
233	Tuesday, August 8	Experimentation Platforms Meet Reinforcement Learning: Bayesian Sequential Decision-Making for Continuous Monitoring	ADS	235
246	Tuesday, August 8	Interdependent Causal Networks for Root Cause Localization	ADS	176
261	Tuesday, August 8	Variance Reduction Using In-Experiment Data: Efficient and Targeted Online Measurement for Sparse and Delayed Outcomes	ADS	188
262	Tuesday, August 8	QUERT: Continual Pre-training of Language Model for Query Understanding in Travel Domain Search	ADS	183
266	Tuesday, August 8	Fresh Content Needs More Attention: Multi-funnel Fresh Content Recommendation	ADS	189
276	Tuesday, August 8	VRDU: A Benchmark for Visually-rich Document Understanding	ADS	190
295	Tuesday, August 8	PGLBox: Multi-GPU Graph Learning Framework for Web-Scale Recommendation	ADS	191
329	Tuesday, August 8	Conditional Neural ODE Processes for Individual Disease Progression Forecasting: A Case Study on COVID-19	ADS	177
339	Tuesday, August 8	Root Cause Analysis for Microservice Systems via Hierarchical Reinforcement Learning from Human Feedback	ADS	236
359	Tuesday, August 8	GLM-Dialog: Noise-tolerant Pre-Training for Knowledge-grounded Dialogue Generation	ADS	184
363	Tuesday, August 8	Yggdrasil Decision Forests: A Fast and Extensible Decision Forests Library	ADS	165
364	Tuesday, August 8	JiuZhang 2.0: A Unified Chinese Pre-trained Language Model for Multi-task Mathematical Problem Solving	ADS	185
366	Tuesday, August 8	CADENCE: Offline Category Constrained and Diverse Query Generation for E-commerce Autosuggest	ADS	170
367	Tuesday, August 8	Modelling Delayed Redemption with Importance Sampling and Pre-Redemption Engagement	ADS	171
376	Tuesday, August 8	Counterfactual Video Recommendation for Duration Debiasing	ADS	192
378	Tuesday, August 8	Uncertainty-Aware Probabilistic Travel Time Prediction for On-Demand Ride-Hailing at DiDi	ADS	196
382	Tuesday, August 8	Self-supervised Classification of Clinical Multivariate Time Series using Time Series Dynamics	ADS	178
391	Tuesday, August 8	ECGGAN: A Framework for Effective and Interpretable Electrocardiogram Anomaly Detection	ADS	179
411	Tuesday, August 8	Time-to-Event Modeling with Hypernetwork based Hawkes Process	ADS	166
412	Tuesday, August 8	Augmenting Rule-based DNS Censorship Detection at Scale with Machine Learning	ADS	167
431	Tuesday, August 8	End-to-End Query Term Weighting	ADS	202
434	Tuesday, August 8	Exploiting Intent Evolution in E-commercial Query Recommendation	ADS	193
437	Tuesday, August 8	Workplace Recommendation with Temporal Network Objectives	ADS	194
439	Tuesday, August 8	AdSEE: Investigating the Impact of Image Style Editing on Advertisement Attractiveness	ADS	281
448	Tuesday, August 8	A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification	ADS	208
450	Tuesday, August 8	From Human Days to Machine Seconds: Automatically Answering and Generating Machine Learning Final Exams	ADS	186
470	Tuesday, August 8	From Labels to Decisions: A Mapping-Aware Annotator Model	ADS	229
473	Tuesday, August 8	An Empirical Study of Selection Bias in Pinterest Ads Retrieval	ADS	282
481	Tuesday, August 8	Graph-Aware Language Model Pre-Training on a Large Graph Corpus Can Help Multiple Graph Applications	ADS	187
487	Tuesday, August 8	ILRoute: A Graph-based Imitation Learning Method to Unveil Riders' Routing Strategies in Food Delivery Service	ADS	230
488	Tuesday, August 8	Modeling Dual Period-Varying Preferences for Takeaway Recommendation	ADS	209
501	Tuesday, August 8	UnifieR: A Unified Retriever for Large-Scale Retrieval	ADS	203
511	Tuesday, August 8	Deep Landscape Forecasting in Multi-Slot Real-Time Bidding	ADS	157
519	Tuesday, August 8	RecruitPro: A Pretrained Language Model with Skill-Aware Prompt Learning for Intelligent Recruitment	ADS	204
525	Tuesday, August 8	Online Few-Shot Time Series Classification for Aftershock Detection	ADS	231
526	Tuesday, August 8	SentiGOLD: A Large Bangla Gold Standard Multi-Domain Sentiment Analysis Dataset and Its Evaluation	ADS	210
532	Tuesday, August 8	Empowering Long-tail Item Recommendation through Cross Decoupling Network (CDN)	ADS	211
543	Tuesday, August 8	Learning to Solve Grouped 2D Bin Packing Problems in the Manufacturing Industry	ADS	217
547	Tuesday, August 8	Binary Classifier Evaluation on Unlabeled Segments using Inverse Distance Weighting with Distance Learning	ADS	205
548	Tuesday, August 8	QTNet: Theory-based Queue Length Prediction for Urban Traffic	ADS	197
559	Tuesday, August 8	Contrastive Learning of Stress-specific Word Embedding for Social Media based Stress Detection	ADS	220
561	Tuesday, August 8	Stationary Algorithmic Balancing For Dynamic Email Re-Ranking Problem	ADS	212
569	Tuesday, August 8	iETA: A Robust and Scalable Incremental Learning Framework for Time-of-Arrival Estimation	ADS	198
582	Tuesday, August 8	AlerTiger: Deep Learning for AI Model Health Monitoring at LinkedIn	ADS	180
595	Tuesday, August 8	Auto-Validate by-History: Auto-Program Data Quality Constraints to Validate Recurring Data Pipelines	ADS	168
598	Tuesday, August 8	Revisiting Neural Retrieval on Accelerators	ADS	213
603	Tuesday, August 8	Fusing Multimodal Signals on Hyper-complex Space for Extreme Abstractive Text Summarization (TL;DR) of Scientific Contents	ADS	221
604	Tuesday, August 8	Adaptive Graph Contrastive Learning for Recommendation	ADS	222
606	Tuesday, August 8	Extreme Multi-Label Classification for Ad Targeting using Factorization Machines	ADS	158
607	Tuesday, August 8	A Collaborative Transfer Learning Framework for Cross-domain Recommendation	ADS	159
618	Tuesday, August 8	BOSS: A Bilateral Occupational-Suitability-Aware Recommender System for Online Recruitment	ADS	223
626	Tuesday, August 8	Revisiting Hate Speech Benchmarks: From Data Curation to System Deployment	ADS	206
634	Tuesday, August 8	A Preference-aware Meta-optimization Framework for Personalized Vehicle Energy Consumption Estimation	ADS	199
637	Tuesday, August 8	Multi Datasource LTV User Representation (MDLUR)	ADS	218
653	Tuesday, August 8	Interactive Generalized Additive Model and Its Applications in Electric Load Forecasting	ADS	219
662	Tuesday, August 8	DRL4Route: A Deep Reinforcement Learning Framework for Pick-up and Delivery Route Prediction	ADS	238
674	Tuesday, August 8	ReLoop2: Building Self-Adaptive Recommendation Models via Responsive Error Compensation Loop	ADS	160
694	Tuesday, August 8	Deep Transfer Learning for City-scale Cellular Traffic Generation through Urban Knowledge Graph	ADS	200
696	Tuesday, August 8	Practical Synthetic Human Trajectories Generation Based on Variational Point Processes	ADS	201
697	Tuesday, August 8	Tree based Progressive Regression Model for Watch-Time Prediction in Short-video Recommendation	ADS	224
700	Tuesday, August 8	Towards Equitable Assignment: Data-Driven Delivery Zone Partition at Last-mile Logistics	ADS	172
713	Tuesday, August 8	FairCod: A Fairness-aware Concurrent Dispatch System for Large-scale Instant Delivery Services	ADS	161
721	Tuesday, August 8	Contextual Self-attentive Temporal Point Process for Physical Decommissioning Prediction of Cloud Assets	ADS	232
725	Tuesday, August 8	PIER: Permutation-Level Interest-Based End-to-End Re-ranking Framework in E-commerce	ADS	225
730	Tuesday, August 8	A Predict-Then-Optimize Couriers Allocation Framework for Emergency Last-mile Logistics	ADS	239
749	Tuesday, August 8	Learning Slow and Fast System Dynamics via Automatic Separation of Time Scales	ADS	181
753	Tuesday, August 8	Sequence As Genes: An User Behavior Modeling Framework for Fraud Transaction Detection in E-commerce	ADS	173
755	Tuesday, August 8	CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X	ADS	207
761	Tuesday, August 8	Entity-aware Multi-task Learning for Query Understanding at Walmart	ADS	174

Generated by wpDataTables

PhD Consortium

Date	Paper Track	Posterboard
OPEN	PHD	240
OPEN	PHD	241
OPEN	PHD	242
OPEN	PHD	243
OPEN	PHD	244
OPEN	PHD	245
OPEN	PHD	246
OPEN	PHD	247
OPEN	PHD	248
OPEN	PHD	249
OPEN	PHD	250
OPEN	PHD	251
OPEN	PHD	252
OPEN	PHD	253
OPEN	PHD	254
OPEN	PHD	255
OPEN	PHD	256
OPEN	PHD	257
OPEN	PHD	258

Generated by wpDataTables

Undergraduate Consortium

Paper ID	Paper Track	Date	Presenter	Posterboard
1	UC	Tuesday, August 8	Anagha Savit	259
2	UC	Tuesday, August 8	Samuel E Johnson	260
3	UC	Tuesday, August 8	Mingxiao Song	261
5	UC	Tuesday, August 8	Joshua M Elms	262
6	UC	Tuesday, August 8	Marko Možina	263
8	UC	Tuesday, August 8	Edgar M Navarro	265
9	UC	Tuesday, August 8	Louisa Edwards	266
10	UC	Tuesday, August 8	Daniil Filienko	267
11	UC	Tuesday, August 8	Arnav Burudgunte	268
13	UC	Tuesday, August 8	Ruiqi Yang	269
16	UC	Tuesday, August 8	Naisha Agarwal	271
18	UC	Tuesday, August 8	Param Damle	273
20	UC	Tuesday, August 8	Kevin Garcia	274
21	UC	Tuesday, August 8	Catherine Yang	275
22	UC	Tuesday, August 8	Sergio Valdez	276
24	UC	Tuesday, August 8	Nathan K Murungi	277
26	UC	Tuesday, August 8	Tekin C Gunasar	278
27	UC	Tuesday, August 8	Miguel J Monares	279
29	UC	Tuesday, August 8	Yanhong Li	280

Generated by wpDataTables

SoCal Data Science Day

Paper ID	Date	Poster Title	Paper Track	Posterboard
20	Monday, August 7	A Knowledge Graph-Based Search Engine for Robustly Finding Doctors and Locations in the Healthcare Domain	SoCal	274
1	Monday, August 7	A wholistic Bayesian time-series approach to media mix modeling	SoCal	256
9	Monday, August 7	AI+Science: Knowledge-augmented Deep Learning	SoCal	263
29	Monday, August 7	Alzheimer's Disease Detection Using Data Fusion with Deep Supervised Encoder	SoCal	283
35	Monday, August 7	Causal Inference from an EM-Learned Causal Model	SoCal	289
22	Monday, August 7	Causal Inference on Networked Environment	SoCal	276
37	Monday, August 7	Concept Gradients: Concept-based Interpretation Without Linear Assumption	SoCal	291
10	Monday, August 7	DepressionGPT: GPT-3.5 Enhanced Depression Identification on Twitter	SoCal	264
25	Monday, August 7	Designing a Sudoku Solver using TensorFlow and Machine Learning	SoCal	279
15	Monday, August 7	Domain-Aware Prototypical Federated Learning	SoCal	269
2	Monday, August 7	Enhancing Risk Aware Decision in Healthcare through Probabilistic Modeling of Uncertainty	SoCal	257
13	Monday, August 7	HOPE: High-order Graph ODE For Modeling Interacting Dynamics	SoCal	267
11	Monday, August 7	Identifying Case Onset Points for Early Detection of Influenza-like Illness	SoCal	265
19	Monday, August 7	Incorporating Knowledge of Tissue Composition to Improve Registration of Breast Tomosynthesis Scans	SoCal	273
27	Monday, August 7	Infinite Mixture Classifiers with Application to Alzheimer’s Disease Prediction	SoCal	281
39	Monday, August 7	Know2Bio: A Comprehensive Biomedical Knowledge Graph Benchmark Harmonizing Heterogenous Sources	SoCal	293
32	Monday, August 7	Laplacian Score Benefit Adaptive Filter Selection for Graph Neural Networks	SoCal	286
30	Monday, August 7	Machine Learning Enabled Quantitative Analysis of Optically Obscure Scratch on Nickel Plated Additively Manufactured (AM) Samples	SoCal	284
38	Monday, August 7	Machine Learning for Parkinson Detection via Speech Analysis	SoCal	292
4	Monday, August 7	Machine Learning-based Classification of Alfvén Eigenmodes Using CO2 Interferometer Data on the DIII-D National Fusion Facility	SoCal	258
28	Monday, August 7	Memorization in Generative Models	SoCal	282
6	Monday, August 7	NanoDataBank: A Flexible Database Management System for Nanomaterials	SoCal	260
12	Monday, August 7	One Textbook Is All You Need	SoCal	266
23	Monday, August 7	OpenCanopy: Leveraging aerial imagery and deep learning to delineate California’s urban tree canopy	SoCal	277
24	Monday, August 7	Phenological Prediction of Cherry Blossom Bloom Dates in Various Geographic Locations of Japan	SoCal	278
5	Monday, August 7	Predictive Nanotoxicology: Probabilistic Framework for Toxicity Data Analysis of Nanomaterials	SoCal	259
16	Monday, August 7	Quantifying discourse in online forums	SoCal	270
8	Monday, August 7	REVEAL: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory	SoCal	262
34	Monday, August 7	Sample-Efficient Inference in Black-Box Simulators	SoCal	288
14	Monday, August 7	Self-Expressive Structures in Neural Network Representations	SoCal	268
26	Monday, August 7	Towards Aligned Canonical Correlation Analysis: Preliminary Formulation and Proof-of-Concept Results	SoCal	280
17	Monday, August 7	Towards Vehicle Electrification: Traffic Analysis of Medium- and Heavy-Duty Vehicles in the Inland Empire	SoCal	271
18	Monday, August 7	Transferable and Interpretable Treatment Effectiveness Prediction for Ovarian Cancer via Multimodal Deep Learning	SoCal	272
33	Monday, August 7	Understanding and modeling human mobility response to California wildfires	SoCal	287
36	Monday, August 7	Understanding Illegal Drug Transactions over Darknet Forums	SoCal	290
31	Monday, August 7	Unveiling A Hidden Risk: Exposing Educational but Malicious Repositories in GitHub	SoCal	285
7	Monday, August 7	Usefulness of Vaccine Adverse Event Reporting System for Machine-Learning Based Vaccine Research: A Case Study for COVID-19 Vaccines	SoCal	261
21	Monday, August 7	Using Texera to Characterize Climate Change Discussions on Twitter During Wildfires	SoCal	275

Generated by wpDataTables