Applications

Unmasking Fake Careers: Detecting Machine-Generated Career Trajectories via Multi-layer Heterogeneous Graphs EMNLP 2025 User Feedback Alignment for LLM-powered Exploration in Large-scale Recommendation Systems ACL 2025 VarCMP: Adapting Cross-Modal Pre-Training Models for Video Anomaly Retrieval AAAI 2025 Video Repurposing from User Generated Content: A Large-scale Dataset and Benchmark AAAI 2025 VidEvent: A Large Dataset for Understanding Dynamic Evolution of Events in Videos AAAI 2025 WardropNet: Traffic Flow Predictions via Equilibrium-Augmented Learning ICLR 2025 WATCH: Adaptive Monitoring for AI Deployments via Weighted-Conformal Martingales ICML 2025 We Need to Measure Data Diversity in NLP — Better and Broader EMNLP 2025 When Should Dense Retrievers Be Updated in Evolving Corpora? Detecting Out-of-Distribution Corpora Using GradNormIR ACL 2025 When Will It Fail?: Anomaly to Prompt for Forecasting Future Anomalies in Time Series ICML 2025 Where and When: Predict Next POI and Its Explicit Timestamp in Sequential Recommendation IJCAI 2025 Who leads? Who follows? Temporal dynamics of political dogwhistles in Swedish online communities ACL 2025 Why Multi-Interest Fairness Matters: Hypergraph Contrastive Multi-Interest Learning for Fair Conversational Recommender System ACL 2025 NeuroPath: A Neural Pathway Transformer for Joining the Dots of Human Connectomes NeurIPS 2024 A3S: A General Active Clustering Method with Pairwise Constraints ICML 2024 A 4-Approximation Algorithm for Min Max Correlation Clustering AISTATS 2024 A Bayesian Spatial Model to Correct Under-Reporting in Urban Crowdsourcing AAAI 2024 A Cross-View Hierarchical Graph Learning Hypernetwork for Skill Demand-Supply Joint Prediction AAAI 2024 Adapting Animal Models to Assess Sufficiency of Fluid Resuscitation in Humans (Student Abstract) AAAI 2024 Adaptive Hardness Negative Sampling for Collaborative Filtering AAAI 2024 Ada-Retrieval: An Adaptive Multi-Round Retrieval Paradigm for Sequential Recommendations AAAI 2024 aeon: a Python Toolkit for Learning from Time Series JMLR 2024 Aggregating Impressions on Celebrities and their Reasons from Microblog Posts and Web Search Pages ACL 2024 AirPlanes: Accurate Plane Estimation via 3D-Consistent Embeddings CVPR 2024 Algorithmic Collective Action in Recommender Systems: Promoting Songs by Reordering Playlists NeurIPS 2024