PPaperPicks

Tat-Seng Chua

National University of Singapore, Department of Computer Science, Singapore

162 papers at tracked venues · 138 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-6097-7807 ↗Google Scholar ↗

Venues

ACL ×22SIGIR ×17ACM MM ×15NeurIPS ×15ICLR ×14WWW ×14CVPR ×12AAAI ×10ICML ×10EMNLP ×9SIGKDD ×6CIKM ×3ECCV ×3ICCV ×3IJCAI ×2NAACL ×2RecSys ×2ECAI ×1ICRA ×1WSDM ×1

Frequent coauthors

Xinyu Lin
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Shengqiong Wu
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Yang Deng
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Weixiang Zhao
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Chen Xu
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Xiaohao Liu
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Hao Fei
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Minghe Gao
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Wenjie Wang
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Moxin Li
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Zhiyuan Liu
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Yongqi Li
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Papers

  1. Bringing Reasoning to Generative Recommendation Through the Lens of Cascaded Ranking
    WWW 2026 ·
    Xinyu Lin
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  2. LLaVA-UHD v2: Exploiting Hierarchical Vision Granularity in MLLMs via Inverse Semantic Pyramid
    AAAI 2026 ·
    Yipeng Zhang
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  3. Logic Unseen: Revealing the Logical Blindspots of Vision-Language Models
    AAAI 2026 ·
    Yuchen Zhou
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  4. ThinkTank-ME: A Multi-Expert Framework for Middle East Event Forecasting
    WWW 2026 ·
    Haoxuan Li
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  5. Towards Knowledgeable Deep Research: Framework and Benchmark
    SIGIR 2026 ·
    Wenxuan Liu
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  6. Verifiable Reasoning for LLM-based Generative Recommendation
    SIGIR 2026 ·
    Xinyu Lin
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  7. A Federated Framework for LLM-based Recommendation
    NAACL 2025 ·
    Jujia Zhao
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  8. AdaSteer: Your Aligned LLM is Inherently an Adaptive Jailbreak Defender
    EMNLP 2025 ·
    Weixiang Zhao
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  9. Aligning Large Language Models for Faithful Integrity Against Opposing Argument
    AAAI 2025 ·
    Yong Zhao
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  10. AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models
    ICLR 2025 ·
    Junfeng Fang
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  11. AnyEdit: Edit Any Knowledge Encoded in Language Models
    ICML 2025 ·
    Houcheng Jiang
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  12. Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning
    AAAI 2025 ·
    Man Liu
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  13. Benchmarking Multimodal CoT Reward Model Stepwise by Visual Program
    ICCV 2025 ·
    Minghe Gao
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  14. Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMs
    ACL 2025 ·
    Weixiang Zhao
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  15. Boosting Virtual Agent Learning and Reasoning: A Step-Wise, Multi-Dimensional, and Generalist Reward Model with Benchmark
    ICML 2025 ·
    Bingchen Miao
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  16. Bridging Jensen Gap for Max-Min Group Fairness Optimization in Recommendation
    ICLR 2025 ·
    Chen Xu
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  17. Causal-Entity Reflected Egocentric Traffic Accident Video Synthesis
    ICCV 2025 ·
    Lei-Lei Li
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  18. Coarse-to-Fine Cross-Modality Generation for Enhancing Vehicle Re-Identification with High-Fidelity Synthetic Data
    ICRA 2025 ·
    Leyang Jin
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  19. Combating Multimodal LLM Hallucination via Bottom-Up Holistic Reasoning
    AAAI 2025 ·
    Shengqiong Wu
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  20. Continual Multimodal Contrastive Learning
    NeurIPS 2025 ·
    Xiaohao Liu
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  21. Counterfactual Evolution of Multimodal Datasets via Visual Programming
    NeurIPS 2025 ·
    Minghe Gao
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  22. Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence
    ACL 2025 ·
    Jinghan He
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  23. DRC: Enhancing Personalized Image Generation via Disentangled Representation Composition
    ACM MM 2025 ·
    Yiyan Xu
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  24. Decoding in Latent Spaces for Efficient Inference in LLM-based Recommendation
    EMNLP 2025 ·
    Chengbing Wang
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  25. Decoupling Knowledge and Context: An Efficient and Effective Retrieval Augmented Generation Framework via Cross Attention
    WWW 2025 ·
    Qian Dong
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  26. DreamDPO: Aligning Text-to-3D Generation with Human Preferences via Direct Preference Optimization
    ICML 2025 ·
    Zhenglin Zhou
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  27. EARN: Efficient Inference Acceleration for LLM-based Generative Recommendation by Register Tokens
    SIGKDD 2025 ·
    Chaoqun Yang
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  28. Efficient Inference for Large Language Model-based Generative Recommendation
    ICLR 2025 ·
    Xinyu Lin
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  29. EgoTextVQA: Towards Egocentric Scene-Text Aware Video Question Answering
    CVPR 2025 ·
    Sheng Zhou
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  30. Exploring Training and Inference Scaling Laws in Generative Retrieval
    SIGIR 2025 ·
    Hongru Cai
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  31. External Memory Matters: Generalizable Object-Action Memory for Retrieval-Augmented Long-Term Video Understanding
    IJCAI 2025 ·
    Jisheng Dang
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  32. FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language Models
    ACL 2025 ·
    Hongzhan Lin
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  33. FOCoOp: Enhancing Out-of-Distribution Robustness in Federated Prompt Learning for Vision-Language Models
    ICML 2025 ·
    Xinting Liao
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  34. FinIR: The 2nd Workshop on Financial Information Retrieval in the Era of Generative AI
    SIGIR 2025 ·
    Fengbin Zhu
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  35. Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment
    ICLR 2025 ·
    Chenhang Cui
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  36. Fine-tuning Multimodal Large Language Models for Product Bundling
    SIGKDD 2025 ·
    Xiaohao Liu
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  37. G2S: A General-to-Specific Learning Framework for Temporal Knowledge Graph Forecasting with Large Language Models
    ACL 2025 ·
    Long Bai
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  38. Generative Ghost: Investigating Ranking Bias Hidden in AI-Generated Videos
    ACM MM 2025 ·
    Haowen Gao
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  39. Generative Recommendation Models: Progress and Directions
    WWW 2025 ·
    Yupeng Hou
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  40. Generative Recommendation: Towards Personalized Multimodal Content Generation
    WWW 2025 ·
    Wenjie Wang
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  41. GraphVideoAgent: Enhancing Long-form Video Understanding with Entity Relation Graphs
    ACM MM 2025 ·
    Meng Chu
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  42. Hello Again! LLM-powered Personalized Agent for Long-term Dialogue
    NAACL 2025 ·
    Hao Li
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  43. Heterogeneous User Modeling for LLM-based Recommendation
    RecSys 2025 ·
    Honghui Bao
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  44. How to Enable Effective Cooperation Between Humans and NLP Models: A Survey of Principles, Formalizations, and Beyond
    ACL 2025 ·
    Chen Huang
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  45. IGD: Token Decisiveness Modeling via Information Gain in LLMs for Personalized Recommendation
    NeurIPS 2025 ·
    Zijie Lin
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  46. International Workshop on Multimodal Generative Search and Recommendation (MMGenSR@CIKM 2025)
    CIKM 2025 ·
    Yi Bin
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  47. JavisGPT: A Unified Multi-modal LLM for Sounding-Video Comprehension and Generation
    NeurIPS 2025 ·
    Kai Liu
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  48. Knowledge Boundary of Large Language Models: A Survey
    ACL 2025 ·
    Moxin Li
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  49. L-MTP: Leap Multi-Token Prediction Beyond Adjacent Context for Large Language Models
    NeurIPS 2025 ·
    Xiaohao Liu
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  50. LLM-based Search Assistant with Holistically Guided MCTS for Intricate Information Seeking
    SIGIR 2025 ·
    Ruiyang Ren
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  51. LLM2Rec: Large Language Models Are Powerful Embedding Models for Sequential Recommendation
    SIGKDD 2025 ·
    Yingzhi He
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  52. Language Representations Can be What Recommenders Need: Findings and Potentials
    ICLR 2025 ·
    Leheng Sheng
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  53. Large Generative Models Meet Multimodal Applications (LGM3A)
    ACM MM 2025 ·
    Zheng Wang
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  54. Large Language Models Empowered Personalized Web Agents
    WWW 2025 ·
    Hongru Cai
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  55. Learning 4D Panoptic Scene Graph Generation from Rich 2D Visual Scene
    CVPR 2025 ·
    Shengqiong Wu
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  56. Length Controlled Generation for Black-box LLMs
    ACL 2025 ·
    Yuxuan Gu
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  57. LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph
    AAAI 2025 ·
    Tu Ao
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  58. Long-Term TalkingFace Generation via Motion-Prior Conditional Diffusion Model
    ICML 2025 ·
    Fei Shen
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  59. MPO: Multilingual Safety Alignment via Reward Gap Optimization
    ACL 2025 ·
    Weixiang Zhao
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  60. Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM Personalization
    ACL 2025 ·
    Yilun Qiu
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  61. Media Source Matters More Than Content: Unveiling Political Bias in LLM-Generated Citations
    EMNLP 2025 ·
    Sunhao Dai
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  62. NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation
    ICLR 2025 ·
    Zhiyuan Liu
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  63. NExT-Search: Rebuilding User Feedback Ecosystem for Generative AI Search
    SIGIR 2025 ·
    Sunhao Dai
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  64. Neural Causal Graph for Interpretable and Intervenable Classification
    ICLR 2025 ·
    Jiawei Wang
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  65. Next Phase of Research on Multimodal Foundation Models: From Alignments to Content Generation and Quality Assessment
    ACM MM 2025 · Tat-Seng Chua
  66. On Path to Multimodal Generalist: General-Level and General-Bench
    ICML 2025 ·
    Hao Fei
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  67. On Reasoning Strength Planning in Large Reasoning Models
    NeurIPS 2025 ·
    Leheng Sheng
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  68. Optimize Incompatible Parameters Through Compatibility-aware Knowledge Integration
    AAAI 2025 ·
    Zheqi Lv
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  69. Order-agnostic Identifier for Large Language Model-based Generative Recommendation
    SIGIR 2025 ·
    Xinyu Lin
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  70. Personalized Generation In Large Model Era: A Survey
    ACL 2025 ·
    Yiyan Xu
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  71. Personalized Text Generation with Contrastive Activation Steering
    ACL 2025 ·
    Jinghao Zhang
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  72. Preference Diffusion for Recommendation
    ICLR 2025 ·
    Shuo Liu
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  73. RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness
    CVPR 2025 ·
    Tianyu Yu
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  74. RSafe: Incentivizing proactive reasoning to build robust and adaptive LLM safeguards
    NeurIPS 2025 ·
    Jingnan Zheng
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  75. Revolutionizing Text-to-Image Retrieval as Autoregressive Token-to-Voken Generation
    SIGIR 2025 ·
    Yongqi Li
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  76. SILMM: Self-Improving Large Multimodal Models for Compositional Text-to-Image Generation
    CVPR 2025 ·
    Leigang Qu
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  77. STEP: Enhancing Video-LLMs' Compositional Reasoning by Spatio-Temporal Graph-guided Self-Training
    CVPR 2025 ·
    Haiyi Qiu
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  78. Safe + Safe = Unsafe? Exploring How Safe Images Can Be Exploited to Jailbreak Large Vision-Language Models
    NeurIPS 2025 ·
    Chenhang Cui
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  79. ScreenSpot-Pro: GUI Grounding for Professional High-Resolution Computer Use
    ACM MM 2025 ·
    Kaixin Li
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  80. Self-Calibrated Listwise Reranking with Large Language Models
    WWW 2025 ·
    Ruiyang Ren
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  81. Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment
    ACL 2025 ·
    Moxin Li
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  82. TIGeR: Unifying Text-to-Image Generation and Retrieval with Large Multimodal Models
    ICLR 2025 ·
    Leigang Qu
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  83. The Emergence of Abstract Thought in Large Language Models Beyond Any Language
    NeurIPS 2025 ·
    Yuxin Chen
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  84. Towards Large Generative Recommendation: A Tokenization Perspective
    CIKM 2025 ·
    Yupeng Hou
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  85. Towards Modality Generalization: A Benchmark and Prospective Analysis
    ACM MM 2025 ·
    Xiaohao Liu
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  86. Towards Semantic Equivalence of Tokenization in Multimodal LLM
    ICLR 2025 ·
    Shengqiong Wu
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  87. Towards Temporal-Aware Multi-Modal Retrieval Augemented Generation in Finance
    ACM MM 2025 ·
    Fengbin Zhu
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  88. Towards Unified and Lossless Latent Space for 3D Molecular Latent Diffusion Modeling
    NeurIPS 2025 ·
    Yanchen Luo
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  89. Turing Patterns for Multimedia: Reaction-Diffusion Multi-Modal Fusion for Language-Guided Video Moment Retrieval
    ACM MM 2025 ·
    Xiang Fang
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  90. Uncertainty-Driven Expert Control: Enhancing the Reliability of Medical Vision-Language Models
    ICCV 2025 ·
    Xiao Liang
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  91. Understanding Accuracy-Fairness Trade-offs in Re-ranking through Elasticity in Economics
    SIGIR 2025 ·
    Chen Xu
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  92. Universal Scene Graph Generation
    CVPR 2025 ·
    Shengqiong Wu
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  93. Video Question Answering and Beyond
    ACM MM 2025 ·
    Yicong Li
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  94. When Less Language is More: Language-Reasoning Disentanglement Makes LLMs Better Multilingual Reasoners
    NeurIPS 2025 ·
    Weixiang Zhao
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  95. Zero-1-to-A: Zero-Shot One Image to Animatable Head Avatars Using Video Diffusion
    CVPR 2025 ·
    Zhenglin Zhou
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  96. A Picture Is Worth a Graph: A Blueprint Debate Paradigm for Multimodal Reasoning
    ACM MM 2024 ·
    Changmeng Zheng
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  97. A Study of Implicit Ranking Unfairness in Large Language Models
    EMNLP 2024 ·
    Chen Xu
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  98. A Survey on Neural Question Generation: Methods, Applications, and Prospects
    IJCAI 2024 ·
    Shasha Guo
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  99. A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models
    SIGKDD 2024 ·
    Wenqi Fan
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  100. A Taxation Perspective for Fair Re-ranking
    SIGIR 2024 ·
    Chen Xu
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  101. ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation
    NeurIPS 2024 ·
    Jingnan Zheng
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  102. Abductive Ego-View Accident Video Understanding for Safe Driving Perception
    CVPR 2024 ·
    Jianwu Fang
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  103. Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding
    ACL 2024 ·
    Zhihan Zhang
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  104. Ask-before-Plan: Proactive Language Agents for Real-World Planning
    EMNLP 2024 ·
    Xuan Zhang
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  105. Auto-Encoding Morph-Tokens for Multimodal LLM
    ICML 2024 ·
    Kaihang Pan
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  106. Beyond Persuasion: Towards Conversational Recommender System with Credible Explanations
    EMNLP 2024 ·
    Peixin Qin
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  107. Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation
    SIGKDD 2024 ·
    Xinyu Lin
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  108. CIRP: Cross-Item Relational Pre-training for Multimodal Product Bundling
    ACM MM 2024 ·
    Yunshan Ma
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  109. CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models
    ACL 2024 ·
    Tong Zhang
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  110. Can I Trust Your Answer? Visually Grounded Video Question Answering
    CVPR 2024 ·
    Junbin Xiao
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  111. Causal-driven Large Language Models with Faithful Reasoning for Knowledge Question Answering
    ACM MM 2024 ·
    Jiawei Wang
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  112. Chain-of-Exemplar: Enhancing Distractor Generation for Multimodal Educational Question Generation
    ACL 2024 ·
    Haohao Luo
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  113. Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024
    WWW 2024 · Tat-Seng Chua
  114. Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization
    ICLR 2024 ·
    Yiyang Chen
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  115. Data-efficient Fine-tuning for LLM-based Recommendation
    SIGIR 2024 ·
    Xinyu Lin
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  116. Denoising Diffusion Recommender Model
    SIGIR 2024 ·
    Jujia Zhao
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  117. Discriminative Probing and Tuning for Text-to-Image Generation
    CVPR 2024 ·
    Leigang Qu
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  118. Disentangling Masked Autoencoders for Unsupervised Domain Generalization
    ECCV 2024 ·
    An Zhang
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  119. Distillation Enhanced Generative Retrieval
    ACL 2024 ·
    Yongqi Li
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  120. Don't Just Say "I don't know"! Self-aligning Large Language Models for Responding to Unknown Questions with Explanations
    EMNLP 2024 ·
    Yang Deng
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  121. Dysen-VDM: Empowering Dynamics-Aware Text-to-Video Diffusion with LLMs
    CVPR 2024 ·
    Hao Fei
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  122. Fact : Teaching MLLMs with Faithful, Concise and Transferable Rationales
    ACM MM 2024 ·
    Minghe Gao
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  123. FashionReGen: LLM-Empowered Fashion Report Generation
    WWW 2024 ·
    Yujuan Ding
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  124. Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions
    ICLR 2024 ·
    Juncheng Li
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  125. GOODAT: Towards Test-Time Graph Out-of-Distribution Detection
    AAAI 2024 ·
    Luzhi Wang
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  126. Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond
    ACL 2024 ·
    Yongqi Li
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  127. Hop-based Heterogeneous Graph Transformer
    ECAI 2024 ·
    Zixuan Yang
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  128. I3: Intent-Introspective Retrieval Conditioned on Instructions
    SIGIR 2024 ·
    Kaihang Pan
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  129. Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction
    AAAI 2024 ·
    Kangkang Lu
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  130. Information-Controllable Graph Contrastive Learning for Recommendation
    RecSys 2024 ·
    Zirui Guo
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  131. LARP: Language Audio Relational Pre-training for Cold-Start Playlist Continuation
    SIGKDD 2024 ·
    Rebecca Salganik
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  132. LASO: Language-Guided Affordance Segmentation on 3D Object
    CVPR 2024 ·
    Yicong Li
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  133. LLaVA-UHD: An LMM Perceiving Any Aspect Ratio and High-Resolution Images
    ECCV 2024 ·
    Zonghao Guo
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  134. Large Language Model Powered Agents for Information Retrieval
    SIGIR 2024 ·
    An Zhang
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  135. Large Language Model Powered Agents in the Web
    WWW 2024 ·
    Yang Deng
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  136. Learnable Item Tokenization for Generative Recommendation
    CIKM 2024 ·
    Wenjie Wang
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  137. Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models
    WWW 2024 ·
    Kelvin J. L. Koa
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  138. Leveraging Multimodal Features and Item-level User Feedback for Bundle Construction
    WSDM 2024 ·
    Yunshan Ma
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  139. MM-Forecast: A Multimodal Approach to Temporal Event Forecasting with Large Language Models
    ACM MM 2024 ·
    Haoxuan Li
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  140. Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning
    ICML 2024 ·
    Long Qian
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  141. NExT-Chat: An LMM for Chat, Detection and Segmentation
    ICML 2024 ·
    Ao Zhang
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  142. NExT-GPT: Any-to-Any Multimodal LLM
    ICML 2024 ·
    Shengqiong Wu
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  143. On Generative Agents in Recommendation
    SIGIR 2024 ·
    An Zhang
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  144. On Softmax Direct Preference Optimization for Recommendation
    NeurIPS 2024 ·
    Yuxin Chen
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  145. On the Multi-turn Instruction Following for Conversational Web Agents
    ACL 2024 ·
    Yang Deng
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  146. Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents
    ICLR 2024 ·
    Yang Deng
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  147. Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
    WWW 2024 · Tat-Seng Chua
  148. ProtT3: Protein-to-Text Generation for Text-based Protein Understanding
    ACL 2024 ·
    Zhiyuan Liu
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  149. ReactXT: Understanding Molecular "Reaction-ship" via Reaction-Contextualized Molecule-Text Pretraining
    ACL 2024 ·
    Zhiyuan Liu
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  150. STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents
    ACL 2024 ·
    Yue Chen
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  151. Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks
    WWW 2024 ·
    Shicheng Xu
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  152. Simple but Effective Raw-Data Level Multimodal Fusion for Composed Image Retrieval
    SIGIR 2024 ·
    Haokun Wen
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  153. Strength Lies in Differences! Improving Strategy Planning for Non-collaborative Dialogues via Diversified User Simulation
    EMNLP 2024 ·
    Tong Zhang
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  154. Temporally and Distributionally Robust Optimization for Cold-Start Recommendation
    AAAI 2024 ·
    Xinyu Lin
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  155. Think Twice Before Trusting: Self-Detection for Large Language Models through Comprehensive Answer Reflection
    EMNLP 2024 ·
    Moxin Li
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  156. Towards 3D Molecule-Text Interpretation in Language Models
    ICLR 2024 ·
    Sihang Li
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  157. Towards Human-centered Proactive Conversational Agents
    SIGIR 2024 ·
    Yang Deng
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  158. Towards Natural Language-Guided Drones: GeoText-1652 Benchmark with Spatial Relation Matching
    ECCV 2024 ·
    Meng Chu
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  159. Towards Neuron Attributions in Multi-Modal Large Language Models
    NeurIPS 2024 ·
    Junfeng Fang
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  160. Uplift Modeling for Target User Attacks on Recommender Systems
    WWW 2024 ·
    Wenjie Wang
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  161. Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing
    NeurIPS 2024 ·
    Hao Fei
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  162. XNLP: An Interactive Demonstration System for Universal Structured NLP
    ACL 2024 ·
    Hao Fei
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