PPaperPicks

Tat-Seng Chua

National University of Singapore, Department of Computer Science, Singapore

163 papers at tracked venues · 139 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 ×2ASE ×1ECAI ×1ICRA ×1WSDM ×1

Frequent coauthors

Wenjie Wang
×44
An Zhang
×24
Yang Deng
×22
Fuli Feng
×21
See-Kiong Ng
×19
Xiang Wang
×19
Yunshan Ma
×14
Hao Fei
×14
Yongqi Li
×13
Juncheng Li
×12
Xinyu Lin
×11
Liang Pang
×11

Papers

  1. Bringing Reasoning to Generative Recommendation Through the Lens of Cascaded Ranking
    WWW 2026 ·
    Xinyu Lin
    ,
    Pengyuan Liu
    ,
    Wenjie Wang
    ,
    Yicheng Hu
    ,
    Chen Xu
    ,
    Fuli Feng
    ,
    Qifan Wang
    , Tat-Seng Chua
  2. LLaVA-UHD v2: Exploiting Hierarchical Vision Granularity in MLLMs via Inverse Semantic Pyramid
    AAAI 2026 ·
    Yipeng Zhang
    ,
    Yifan Liu
    ,
    Zonghao Guo
    ,
    Yidan Zhang
    ,
    Xuesong Yang
    ,
    Xiaoying Zhang
    ,
    Chi Chen
    ,
    Jun Song
    ,
    Yuan Yao
    , Tat-Seng Chua,
    Maosong Sun
  3. Logic Unseen: Revealing the Logical Blindspots of Vision-Language Models
    AAAI 2026 ·
    Yuchen Zhou
    ,
    Jiayu Tang
    ,
    Shuo Yang
    ,
    Xiaoyan Xiao
    ,
    Yuqin Dai
    ,
    Wenhao Yang
    ,
    Chao Gou
    ,
    Xiaobo Xia
    , Tat-Seng Chua
  4. ThinkTank-ME: A Multi-Expert Framework for Middle East Event Forecasting
    WWW 2026 ·
    Haoxuan Li
    ,
    He Chang
    ,
    Yunshan Ma
    ,
    Yi Bin
    ,
    Yang Yang
    ,
    See-Kiong Ng
    , Tat-Seng Chua
  5. Towards Knowledgeable Deep Research: Framework and Benchmark
    SIGIR 2026 ·
    Wenxuan Liu
    ,
    Zixuan Li
    ,
    Long Bai
    ,
    Chunmao Zhang
    ,
    Fenghui Zhang
    ,
    Zhuo Chen
    ,
    Wei Li
    ,
    Yuxin Zuo
    ,
    Fei Wang
    ,
    Bingbing Xu
    ,
    Xuhui Jiang
    ,
    Jin Zhang
    ,
    Xiaolong Jin
    ,
    Jiafeng Guo
    , Tat-Seng Chua,
    Xueqi Cheng
  6. Verifiable Reasoning for LLM-based Generative Recommendation
    SIGIR 2026 ·
    Xinyu Lin
    ,
    Hanqing Zeng
    ,
    Hanchao Yu
    ,
    Yinglong Xia
    ,
    Jiang Zhang
    ,
    Aashu Singh
    ,
    Fei Liu
    ,
    Wenjie Wang
    ,
    Fuli Feng
    , Tat-Seng Chua,
    Qifan Wang
  7. A Federated Framework for LLM-based Recommendation
    NAACL 2025 ·
    Jujia Zhao
    ,
    Wenjie Wang
    ,
    Chen Xu
    ,
    See-Kiong Ng
    , Tat-Seng Chua
  8. AdaSteer: Your Aligned LLM is Inherently an Adaptive Jailbreak Defender
    EMNLP 2025 ·
    Weixiang Zhao
    ,
    Jiahe Guo
    ,
    Yulin Hu
    ,
    Yang Deng
    ,
    An Zhang
    ,
    Xingyu Sui
    ,
    Xinyang Han
    ,
    Yanyan Zhao
    ,
    Bing Qin
    , Tat-Seng Chua,
    Ting Liu
  9. Aligning Large Language Models for Faithful Integrity Against Opposing Argument
    AAAI 2025 ·
    Yong Zhao
    ,
    Yang Deng
    ,
    See-Kiong Ng
    , Tat-Seng Chua
  10. AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models
    ICLR 2025 ·
    Junfeng Fang
    ,
    Houcheng Jiang
    ,
    Kun Wang
    ,
    Yunshan Ma
    ,
    Jie Shi
    ,
    Xiang Wang
    ,
    Xiangnan He
    , Tat-Seng Chua
  11. AnyEdit: Edit Any Knowledge Encoded in Language Models
    ICML 2025 ·
    Houcheng Jiang
    ,
    Junfeng Fang
    ,
    Ningyu Zhang
    ,
    Mingyang Wan
    ,
    Guojun Ma
    ,
    Xiang Wang
    ,
    Xiangnan He
    , Tat-Seng Chua
  12. Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning
    AAAI 2025 ·
    Man Liu
    ,
    Huihui Bai
    ,
    Feng Li
    ,
    Chunjie Zhang
    ,
    Yunchao Wei
    , Tat-Seng Chua,
    Yao Zhao
  13. Benchmarking Multimodal CoT Reward Model Stepwise by Visual Program
    ICCV 2025 ·
    Minghe Gao
    ,
    Xuqi Liu
    ,
    Zhongqi Yue
    ,
    Yang Wu
    ,
    Shuang Chen
    ,
    Juncheng Li
    ,
    Siliang Tang
    ,
    Fei Wu
    , Tat-Seng Chua,
    Yueting Zhuang
  14. Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMs
    ACL 2025 ·
    Weixiang Zhao
    ,
    Yulin Hu
    ,
    Yang Deng
    ,
    Jiahe Guo
    ,
    Xingyu Sui
    ,
    Xinyang Han
    ,
    An Zhang
    ,
    Yanyan Zhao
    ,
    Bing Qin
    , Tat-Seng Chua,
    Ting Liu
  15. Boosting Virtual Agent Learning and Reasoning: A Step-Wise, Multi-Dimensional, and Generalist Reward Model with Benchmark
    ICML 2025 ·
    Bingchen Miao
    ,
    Yang Wu
    ,
    Minghe Gao
    ,
    Qifan Yu
    ,
    Wendong Bu
    ,
    Wenqiao Zhang
    ,
    Yunfei Li
    ,
    Siliang Tang
    , Tat-Seng Chua,
    Juncheng Li
  16. Bridging Jensen Gap for Max-Min Group Fairness Optimization in Recommendation
    ICLR 2025 ·
    Chen Xu
    ,
    Yuxin Li
    ,
    Wenjie Wang
    ,
    Liang Pang
    ,
    Jun Xu
    , Tat-Seng Chua
  17. Causal-Entity Reflected Egocentric Traffic Accident Video Synthesis
    ICCV 2025 ·
    Lei-Lei Li
    ,
    Jianwu Fang
    ,
    Junbin Xiao
    ,
    Shanmin Pang
    ,
    Hongkai Yu
    ,
    Chen Lv
    ,
    Jianru Xue
    , Tat-Seng Chua
  18. Coarse-to-Fine Cross-Modality Generation for Enhancing Vehicle Re-Identification with High-Fidelity Synthetic Data
    ICRA 2025 ·
    Leyang Jin
    ,
    Wei Ji
    , Tat-Seng Chua,
    Zhedong Zheng
  19. Combating Multimodal LLM Hallucination via Bottom-Up Holistic Reasoning
    AAAI 2025 ·
    Shengqiong Wu
    ,
    Hao Fei
    ,
    Liangming Pan
    ,
    William Yang Wang
    ,
    Shuicheng Yan
    , Tat-Seng Chua
  20. Continual Multimodal Contrastive Learning
    NeurIPS 2025 ·
    Xiaohao Liu
    ,
    Xiaobo Xia
    ,
    See-Kiong Ng
    , Tat-Seng Chua
  21. Counterfactual Evolution of Multimodal Datasets via Visual Programming
    NeurIPS 2025 ·
    Minghe Gao
    ,
    Zhongqi Yue
    ,
    Wenjie Yan
    ,
    Yihao Hu
    ,
    Wei Ji
    ,
    Siliang Tang
    ,
    Jun Xiao
    , Tat-Seng Chua,
    Yueting Zhuang
    ,
    Juncheng Li
  22. Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence
    ACL 2025 ·
    Jinghan He
    ,
    Kuan Zhu
    ,
    Haiyun Guo
    ,
    Junfeng Fang
    ,
    Zhenglin Hua
    ,
    Yuheng Jia
    ,
    Ming Tang
    , Tat-Seng Chua,
    Jinqiao Wang
  23. DRC: Enhancing Personalized Image Generation via Disentangled Representation Composition
    ACM MM 2025 ·
    Yiyan Xu
    ,
    Wuqiang Zheng
    ,
    Wenjie Wang
    ,
    Fengbin Zhu
    ,
    Xinting Hu
    ,
    Yang Zhang
    ,
    Fuli Feng
    , Tat-Seng Chua
  24. Decoding in Latent Spaces for Efficient Inference in LLM-based Recommendation
    EMNLP 2025 ·
    Chengbing Wang
    ,
    Yang Zhang
    ,
    Zhicheng Wang
    ,
    Tianhao Shi
    ,
    Keqin Bao
    ,
    Fuli Feng
    , Tat-Seng Chua
  25. Decoupling Knowledge and Context: An Efficient and Effective Retrieval Augmented Generation Framework via Cross Attention
    WWW 2025 ·
    Qian Dong
    ,
    Qingyao Ai
    ,
    Hongning Wang
    ,
    Yiding Liu
    ,
    Haitao Li
    ,
    Weihang Su
    ,
    Yiqun Liu
    , Tat-Seng Chua,
    Shaoping Ma
  26. DreamDPO: Aligning Text-to-3D Generation with Human Preferences via Direct Preference Optimization
    ICML 2025 ·
    Zhenglin Zhou
    ,
    Xiaobo Xia
    ,
    Fan Ma
    ,
    Hehe Fan
    ,
    Yi Yang
    , Tat-Seng Chua
  27. EARN: Efficient Inference Acceleration for LLM-based Generative Recommendation by Register Tokens
    SIGKDD 2025 ·
    Chaoqun Yang
    ,
    Xinyu Lin
    ,
    Wenjie Wang
    ,
    Yongqi Li
    ,
    Teng Sun
    ,
    Xianjing Han
    , Tat-Seng Chua
  28. Efficient Inference for Large Language Model-based Generative Recommendation
    ICLR 2025 ·
    Xinyu Lin
    ,
    Chaoqun Yang
    ,
    Wenjie Wang
    ,
    Yongqi Li
    ,
    Cunxiao Du
    ,
    Fuli Feng
    ,
    See-Kiong Ng
    , Tat-Seng Chua
  29. EgoTextVQA: Towards Egocentric Scene-Text Aware Video Question Answering
    CVPR 2025 ·
    Sheng Zhou
    ,
    Junbin Xiao
    ,
    Qingyun Li
    ,
    Yicong Li
    ,
    Xun Yang
    ,
    Dan Guo
    ,
    Meng Wang
    , Tat-Seng Chua,
    Angela Yao
  30. Exploring Training and Inference Scaling Laws in Generative Retrieval
    SIGIR 2025 ·
    Hongru Cai
    ,
    Yongqi Li
    ,
    Ruifeng Yuan
    ,
    Wenjie Wang
    ,
    Zhen Zhang
    ,
    Wenjie Li
    , Tat-Seng Chua
  31. External Memory Matters: Generalizable Object-Action Memory for Retrieval-Augmented Long-Term Video Understanding
    IJCAI 2025 ·
    Jisheng Dang
    ,
    Huicheng Zheng
    ,
    Xudong Wu
    ,
    Jingmei Jiao
    ,
    Bimei Wang
    ,
    Jun Yang
    ,
    Bin Hu
    ,
    Jianhuang Lai
    , Tat-Seng Chua
  32. FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language Models
    ACL 2025 ·
    Hongzhan Lin
    ,
    Yang Deng
    ,
    Yuxuan Gu
    ,
    Wenxuan Zhang
    ,
    Jing Ma
    ,
    See-Kiong Ng
    , Tat-Seng Chua
  33. FOCoOp: Enhancing Out-of-Distribution Robustness in Federated Prompt Learning for Vision-Language Models
    ICML 2025 ·
    Xinting Liao
    ,
    Weiming Liu
    ,
    Jiaming Qian
    ,
    Pengyang Zhou
    ,
    Jiahe Xu
    ,
    Wenjie Wang
    ,
    Chaochao Chen
    ,
    Xiaolin Zheng
    , Tat-Seng Chua
  34. FinIR: The 2nd Workshop on Financial Information Retrieval in the Era of Generative AI
    SIGIR 2025 ·
    Fengbin Zhu
    ,
    Yunshan Ma
    ,
    Fuli Feng
    ,
    Chao Wang
    ,
    Huanbo Luan
    ,
    Guangnan Ye
    ,
    Shuo Zhang
    ,
    Dhagash Mehta
    ,
    Pingping Chen
    ,
    Bing Xiang
    , Tat-Seng Chua
  35. Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment
    ICLR 2025 ·
    Chenhang Cui
    ,
    An Zhang
    ,
    Yiyang Zhou
    ,
    Zhaorun Chen
    ,
    Gelei Deng
    ,
    Huaxiu Yao
    , Tat-Seng Chua
  36. Fine-tuning Multimodal Large Language Models for Product Bundling
    SIGKDD 2025 ·
    Xiaohao Liu
    ,
    Jie Wu
    ,
    Zhulin Tao
    ,
    Yunshan Ma
    ,
    Yinwei Wei
    , Tat-Seng Chua
  37. G2S: A General-to-Specific Learning Framework for Temporal Knowledge Graph Forecasting with Large Language Models
    ACL 2025 ·
    Long Bai
    ,
    Zixuan Li
    ,
    Xiaolong Jin
    ,
    Jiafeng Guo
    ,
    Xueqi Cheng
    , Tat-Seng Chua
  38. Generative Ghost: Investigating Ranking Bias Hidden in AI-Generated Videos
    ACM MM 2025 ·
    Haowen Gao
    ,
    Liang Pang
    ,
    Shicheng Xu
    ,
    Leigang Qu
    , Tat-Seng Chua,
    Huawei Shen
    ,
    Xueqi Cheng
  39. Generative Recommendation Models: Progress and Directions
    WWW 2025 ·
    Yupeng Hou
    ,
    An Zhang
    ,
    Leheng Sheng
    ,
    Zhengyi Yang
    ,
    Xiang Wang
    , Tat-Seng Chua,
    Julian J. McAuley
  40. Generative Recommendation: Towards Personalized Multimodal Content Generation
    WWW 2025 ·
    Wenjie Wang
    ,
    Xinyu Lin
    ,
    Fuli Feng
    ,
    Xiangnan He
    , Tat-Seng Chua
  41. GraphVideoAgent: Enhancing Long-form Video Understanding with Entity Relation Graphs
    ACM MM 2025 ·
    Meng Chu
    ,
    Yicong Li
    , Tat-Seng Chua
  42. Hello Again! LLM-powered Personalized Agent for Long-term Dialogue
    NAACL 2025 ·
    Hao Li
    ,
    Chenghao Yang
    ,
    An Zhang
    ,
    Yang Deng
    ,
    Xiang Wang
    , Tat-Seng Chua
  43. Heterogeneous User Modeling for LLM-based Recommendation
    RecSys 2025 ·
    Honghui Bao
    ,
    Wenjie Wang
    ,
    Xinyu Lin
    ,
    Fengbin Zhu
    ,
    Teng Sun
    ,
    Fuli Feng
    , Tat-Seng Chua
  44. How to Enable Effective Cooperation Between Humans and NLP Models: A Survey of Principles, Formalizations, and Beyond
    ACL 2025 ·
    Chen Huang
    ,
    Yang Deng
    ,
    Wenqiang Lei
    ,
    Jiancheng Lv
    , Tat-Seng Chua,
    Jimmy Huang
  45. IGD: Token Decisiveness Modeling via Information Gain in LLMs for Personalized Recommendation
    NeurIPS 2025 ·
    Zijie Lin
    ,
    Yang Zhang
    ,
    Xiaoyan Zhao
    ,
    Fengbin Zhu
    ,
    Fuli Feng
    , Tat-Seng Chua
  46. International Workshop on Multimodal Generative Search and Recommendation (MMGenSR@CIKM 2025)
    CIKM 2025 ·
    Yi Bin
    ,
    Haoxuan Li
    ,
    Haokai Ma
    ,
    Yang Zhang
    ,
    Wenjie Wang
    ,
    Yunshan Ma
    ,
    Yang Yang
    , Tat-Seng Chua
  47. JavisGPT: A Unified Multi-modal LLM for Sounding-Video Comprehension and Generation
    NeurIPS 2025 ·
    Kai Liu
    ,
    Jungang Li
    ,
    Yuchong Sun
    ,
    Shengqiong Wu
    ,
    Jianzhang Gao
    ,
    Daoan Zhang
    ,
    Wei Zhang
    ,
    Sheng Jin
    ,
    Sicheng Yu
    ,
    Geng Zhan
    ,
    Jiayi Ji
    ,
    Fan Zhou
    ,
    Liang Zheng
    ,
    Shuicheng Yan
    ,
    Hao Fei
    , Tat-Seng Chua
  48. Knowledge Boundary of Large Language Models: A Survey
    ACL 2025 ·
    Moxin Li
    ,
    Yong Zhao
    ,
    Wenxuan Zhang
    ,
    Shuaiyi Li
    ,
    Wenya Xie
    ,
    See-Kiong Ng
    , Tat-Seng Chua,
    Yang Deng
  49. L-MTP: Leap Multi-Token Prediction Beyond Adjacent Context for Large Language Models
    NeurIPS 2025 ·
    Xiaohao Liu
    ,
    Xiaobo Xia
    ,
    Weixiang Zhao
    ,
    Manyi Zhang
    ,
    Xianzhi Yu
    ,
    Xiu Su
    ,
    Shuo Yang
    ,
    See-Kiong Ng
    , Tat-Seng Chua
  50. LLM-based Search Assistant with Holistically Guided MCTS for Intricate Information Seeking
    SIGIR 2025 ·
    Ruiyang Ren
    ,
    Yuhao Wang
    ,
    Junyi Li
    ,
    Jinhao Jiang
    ,
    Wayne Xin Zhao
    ,
    Wenjie Wang
    , Tat-Seng Chua
  51. LLM2Rec: Large Language Models Are Powerful Embedding Models for Sequential Recommendation
    SIGKDD 2025 ·
    Yingzhi He
    ,
    Xiaohao Liu
    ,
    An Zhang
    ,
    Yunshan Ma
    , Tat-Seng Chua
  52. Language Representations Can be What Recommenders Need: Findings and Potentials
    ICLR 2025 ·
    Leheng Sheng
    ,
    An Zhang
    ,
    Yi Zhang
    ,
    Yuxin Chen
    ,
    Xiang Wang
    , Tat-Seng Chua
  53. Large Generative Models Meet Multimodal Applications (LGM3A)
    ACM MM 2025 ·
    Zheng Wang
    ,
    Qianqian Chen
    ,
    Yiyang Luo
    ,
    Zhiqiu Ye
    ,
    Shi Wei
    ,
    Hanwang Zhang
    , Tat-Seng Chua
  54. Large Language Models Empowered Personalized Web Agents
    WWW 2025 ·
    Hongru Cai
    ,
    Yongqi Li
    ,
    Wenjie Wang
    ,
    Fengbin Zhu
    ,
    Xiaoyu Shen
    ,
    Wenjie Li
    , Tat-Seng Chua
  55. Learning 4D Panoptic Scene Graph Generation from Rich 2D Visual Scene
    CVPR 2025 ·
    Shengqiong Wu
    ,
    Hao Fei
    ,
    Jingkang Yang
    ,
    Xiangtai Li
    ,
    Juncheng Li
    ,
    Hanwang Zhang
    , Tat-Seng Chua
  56. Length Controlled Generation for Black-box LLMs
    ACL 2025 ·
    Yuxuan Gu
    ,
    Wenjie Wang
    ,
    Xiaocheng Feng
    ,
    Weihong Zhong
    ,
    Kun Zhu
    ,
    Lei Huang
    ,
    Ting Liu
    ,
    Bing Qin
    , Tat-Seng Chua
  57. LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph
    AAAI 2025 ·
    Tu Ao
    ,
    Yanhua Yu
    ,
    Yuling Wang
    ,
    Yang Deng
    ,
    Zirui Guo
    ,
    Liang Pang
    ,
    Pinghui Wang
    , Tat-Seng Chua,
    Xiao Zhang
    ,
    Zhen Cai
  58. Long-Term TalkingFace Generation via Motion-Prior Conditional Diffusion Model
    ICML 2025 ·
    Fei Shen
    ,
    Cong Wang
    ,
    Junyao Gao
    ,
    Qin Guo
    ,
    Jisheng Dang
    ,
    Jinhui Tang
    , Tat-Seng Chua
  59. MPO: Multilingual Safety Alignment via Reward Gap Optimization
    ACL 2025 ·
    Weixiang Zhao
    ,
    Yulin Hu
    ,
    Yang Deng
    ,
    Tongtong Wu
    ,
    Wenxuan Zhang
    ,
    Jiahe Guo
    ,
    An Zhang
    ,
    Yanyan Zhao
    ,
    Bing Qin
    , Tat-Seng Chua,
    Ting Liu
  60. Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM Personalization
    ACL 2025 ·
    Yilun Qiu
    ,
    Xiaoyan Zhao
    ,
    Yang Zhang
    ,
    Yimeng Bai
    ,
    Wenjie Wang
    ,
    Hong Cheng
    ,
    Fuli Feng
    , Tat-Seng Chua
  61. Media Source Matters More Than Content: Unveiling Political Bias in LLM-Generated Citations
    EMNLP 2025 ·
    Sunhao Dai
    ,
    Zhanshuo Cao
    ,
    Wenjie Wang
    ,
    Liang Pang
    ,
    Jun Xu
    ,
    See-Kiong Ng
    , Tat-Seng Chua
  62. NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation
    ICLR 2025 ·
    Zhiyuan Liu
    ,
    Yanchen Luo
    ,
    Han Huang
    ,
    Enzhi Zhang
    ,
    Sihang Li
    ,
    Junfeng Fang
    ,
    Yaorui Shi
    ,
    Xiang Wang
    ,
    Kenji Kawaguchi
    , Tat-Seng Chua
  63. NExT-Search: Rebuilding User Feedback Ecosystem for Generative AI Search
    SIGIR 2025 ·
    Sunhao Dai
    ,
    Wenjie Wang
    ,
    Liang Pang
    ,
    Jun Xu
    ,
    See-Kiong Ng
    ,
    Ji-Rong Wen
    , Tat-Seng Chua
  64. Neural Causal Graph for Interpretable and Intervenable Classification
    ICLR 2025 ·
    Jiawei Wang
    ,
    Shaofei Lu
    ,
    Da Cao
    ,
    Dongyu Wang
    ,
    Yuquan Le
    ,
    Zhe Quan
    , Tat-Seng Chua
  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
    ,
    Yuan Zhou
    ,
    Juncheng Li
    ,
    Xiangtai Li
    ,
    Qingshan Xu
    ,
    Bobo Li
    ,
    Shengqiong Wu
    ,
    Yaoting Wang
    ,
    Junbao Zhou
    ,
    Jiahao Meng
    ,
    Qingyu Shi
    ,
    Zhiyuan Zhou
    ,
    Liangtao Shi
    ,
    Minghe Gao
    ,
    Daoan Zhang
    ,
    Zhiqi Ge
    ,
    Siliang Tang
    ,
    Kaihang Pan
    ,
    Yaobo Ye
    ,
    Haobo Yuan
    ,
    Tao Zhang
    ,
    Weiming Wu
    ,
    Tianjie Ju
    ,
    Zixiang Meng
    ,
    Shilin Xu
    ,
    Liyu Jia
    ,
    Wentao Hu
    ,
    Meng Luo
    ,
    Jiebo Luo
    , Tat-Seng Chua,
    Shuicheng Yan
    ,
    Hanwang Zhang
  67. On Reasoning Strength Planning in Large Reasoning Models
    NeurIPS 2025 ·
    Leheng Sheng
    ,
    An Zhang
    ,
    Zijian Wu
    ,
    Weixiang Zhao
    ,
    Changshuo Shen
    ,
    Yi Zhang
    ,
    Xiang Wang
    , Tat-Seng Chua
  68. Optimize Incompatible Parameters Through Compatibility-aware Knowledge Integration
    AAAI 2025 ·
    Zheqi Lv
    ,
    Keming Ye
    ,
    Zishu Wei
    ,
    Qi Tian
    ,
    Shengyu Zhang
    ,
    Wenqiao Zhang
    ,
    Wenjie Wang
    ,
    Kun Kuang
    , Tat-Seng Chua,
    Fei Wu
  69. Order-agnostic Identifier for Large Language Model-based Generative Recommendation
    SIGIR 2025 ·
    Xinyu Lin
    ,
    Haihan Shi
    ,
    Wenjie Wang
    ,
    Fuli Feng
    ,
    Qifan Wang
    ,
    See-Kiong Ng
    , Tat-Seng Chua
  70. Personalized Generation In Large Model Era: A Survey
    ACL 2025 ·
    Yiyan Xu
    ,
    Jinghao Zhang
    ,
    Alireza Salemi
    ,
    Xinting Hu
    ,
    Wenjie Wang
    ,
    Fuli Feng
    ,
    Hamed Zamani
    ,
    Xiangnan He
    , Tat-Seng Chua
  71. Personalized Text Generation with Contrastive Activation Steering
    ACL 2025 ·
    Jinghao Zhang
    ,
    Yuting Liu
    ,
    Wenjie Wang
    ,
    Qiang Liu
    ,
    Shu Wu
    ,
    Liang Wang
    , Tat-Seng Chua
  72. Preference Diffusion for Recommendation
    ICLR 2025 ·
    Shuo Liu
    ,
    An Zhang
    ,
    Guoqing Hu
    ,
    Hong Qian
    , Tat-Seng Chua
  73. RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness
    CVPR 2025 ·
    Tianyu Yu
    ,
    Haoye Zhang
    ,
    Qiming Li
    ,
    Qixin Xu
    ,
    Yuan Yao
    ,
    Da Chen
    ,
    Xiaoman Lu
    ,
    Ganqu Cui
    ,
    Yunkai Dang
    ,
    Taiwen He
    ,
    Xiaocheng Feng
    ,
    Jun Song
    ,
    Bo Zheng
    ,
    Zhiyuan Liu
    , Tat-Seng Chua,
    Maosong Sun
  74. RSafe: Incentivizing proactive reasoning to build robust and adaptive LLM safeguards
    NeurIPS 2025 ·
    Jingnan Zheng
    ,
    Xiangtian Ji
    ,
    Yijun Lu
    ,
    Chenhang Cui
    ,
    Weixiang Zhao
    ,
    Gelei Deng
    ,
    Zhenkai Liang
    ,
    An Zhang
    , Tat-Seng Chua
  75. Revolutionizing Text-to-Image Retrieval as Autoregressive Token-to-Voken Generation
    SIGIR 2025 ·
    Yongqi Li
    ,
    Hongru Cai
    ,
    Wenjie Wang
    ,
    Leigang Qu
    ,
    Yinwei Wei
    ,
    Wenjie Li
    ,
    Liqiang Nie
    , Tat-Seng Chua
  76. SILMM: Self-Improving Large Multimodal Models for Compositional Text-to-Image Generation
    CVPR 2025 ·
    Leigang Qu
    ,
    Haochuan Li
    ,
    Wenjie Wang
    ,
    Xiang Liu
    ,
    Juncheng Li
    ,
    Liqiang Nie
    , Tat-Seng Chua
  77. STEP: Enhancing Video-LLMs' Compositional Reasoning by Spatio-Temporal Graph-guided Self-Training
    CVPR 2025 ·
    Haiyi Qiu
    ,
    Minghe Gao
    ,
    Long Qian
    ,
    Kaihang Pan
    ,
    Qifan Yu
    ,
    Juncheng Li
    ,
    Wenjie Wang
    ,
    Siliang Tang
    ,
    Yueting Zhuang
    , Tat-Seng Chua
  78. Safe + Safe = Unsafe? Exploring How Safe Images Can Be Exploited to Jailbreak Large Vision-Language Models
    NeurIPS 2025 ·
    Chenhang Cui
    ,
    Gelei Deng
    ,
    An Zhang
    ,
    Jingnan Zheng
    ,
    Yicong Li
    ,
    Lianli Gao
    ,
    Tianwei Zhang
    , Tat-Seng Chua
  79. ScreenSpot-Pro: GUI Grounding for Professional High-Resolution Computer Use
    ACM MM 2025 ·
    Kaixin Li
    ,
    Ziyang Meng
    ,
    Hongzhan Lin
    ,
    Ziyang Luo
    ,
    Yuchen Tian
    ,
    Jing Ma
    ,
    Zhiyong Huang
    , Tat-Seng Chua
  80. Self-Calibrated Listwise Reranking with Large Language Models
    WWW 2025 ·
    Ruiyang Ren
    ,
    Yuhao Wang
    ,
    Kun Zhou
    ,
    Wayne Xin Zhao
    ,
    Wenjie Wang
    ,
    Jing Liu
    ,
    Ji-Rong Wen
    , Tat-Seng Chua
  81. Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment
    ACL 2025 ·
    Moxin Li
    ,
    Yuantao Zhang
    ,
    Wenjie Wang
    ,
    Wentao Shi
    ,
    Zhuo Liu
    ,
    Fuli Feng
    , Tat-Seng Chua
  82. TIGeR: Unifying Text-to-Image Generation and Retrieval with Large Multimodal Models
    ICLR 2025 ·
    Leigang Qu
    ,
    Haochuan Li
    ,
    Tan Wang
    ,
    Wenjie Wang
    ,
    Yongqi Li
    ,
    Liqiang Nie
    , Tat-Seng Chua
  83. The Emergence of Abstract Thought in Large Language Models Beyond Any Language
    NeurIPS 2025 ·
    Yuxin Chen
    ,
    Yiran Zhao
    ,
    Yang Zhang
    ,
    An Zhang
    ,
    Kenji Kawaguchi
    ,
    Shafiq Joty
    ,
    Junnan Li
    , Tat-Seng Chua,
    Michael Qizhe Shieh
    ,
    Wenxuan Zhang
  84. Towards Large Generative Recommendation: A Tokenization Perspective
    CIKM 2025 ·
    Yupeng Hou
    ,
    An Zhang
    ,
    Leheng Sheng
    ,
    Jiancan Wu
    ,
    Xiang Wang
    , Tat-Seng Chua,
    Julian J. McAuley
  85. Towards Modality Generalization: A Benchmark and Prospective Analysis
    ACM MM 2025 ·
    Xiaohao Liu
    ,
    Xiaobo Xia
    ,
    Zhuo Huang
    ,
    See-Kiong Ng
    , Tat-Seng Chua
  86. Towards Semantic Equivalence of Tokenization in Multimodal LLM
    ICLR 2025 ·
    Shengqiong Wu
    ,
    Hao Fei
    ,
    Xiangtai Li
    ,
    Jiayi Ji
    ,
    Hanwang Zhang
    , Tat-Seng Chua,
    Shuicheng Yan
  87. Towards Temporal-Aware Multi-Modal Retrieval Augemented Generation in Finance
    ACM MM 2025 ·
    Fengbin Zhu
    ,
    Junfeng Li
    ,
    Liangming Pan
    ,
    Wenjie Wang
    ,
    Fuli Feng
    ,
    Chao Wang
    ,
    Huanbo Luan
    , Tat-Seng Chua
  88. Towards Unified and Lossless Latent Space for 3D Molecular Latent Diffusion Modeling
    NeurIPS 2025 ·
    Yanchen Luo
    ,
    Zhiyuan Liu
    ,
    Yi Zhao
    ,
    Sihang Li
    ,
    Hengxing Cai
    ,
    Kenji Kawaguchi
    , Tat-Seng Chua,
    Yang Zhang
    ,
    Xiang Wang
  89. Turing Patterns for Multimedia: Reaction-Diffusion Multi-Modal Fusion for Language-Guided Video Moment Retrieval
    ACM MM 2025 ·
    Xiang Fang
    ,
    Wanlong Fang
    ,
    Wei Ji
    , Tat-Seng Chua
  90. Uncertainty-Driven Expert Control: Enhancing the Reliability of Medical Vision-Language Models
    ICCV 2025 ·
    Xiao Liang
    ,
    Di Wang
    ,
    Zhicheng Jiao
    ,
    Ronghan Li
    ,
    Pengfei Yang
    ,
    Quan Wang
    , Tat-Seng Chua
  91. Understanding Accuracy-Fairness Trade-offs in Re-ranking through Elasticity in Economics
    SIGIR 2025 ·
    Chen Xu
    ,
    Jujia Zhao
    ,
    Wenjie Wang
    ,
    Liang Pang
    ,
    Jun Xu
    , Tat-Seng Chua,
    Maarten de Rijke
  92. Universal Scene Graph Generation
    CVPR 2025 ·
    Shengqiong Wu
    ,
    Hao Fei
    , Tat-Seng Chua
  93. Video Question Answering and Beyond
    ACM MM 2025 ·
    Yicong Li
    ,
    Junbin Xiao
    ,
    Angela Yao
    , Tat-Seng Chua
  94. When Less Language is More: Language-Reasoning Disentanglement Makes LLMs Better Multilingual Reasoners
    NeurIPS 2025 ·
    Weixiang Zhao
    ,
    Jiahe Guo
    ,
    Yang Deng
    ,
    Tongtong Wu
    ,
    Wenxuan Zhang
    ,
    Yulin Hu
    ,
    Xingyu Sui
    ,
    Yanyan Zhao
    ,
    Wanxiang Che
    ,
    Bing Qin
    , Tat-Seng Chua,
    Ting Liu
  95. Zero-1-to-A: Zero-Shot One Image to Animatable Head Avatars Using Video Diffusion
    CVPR 2025 ·
    Zhenglin Zhou
    ,
    Fan Ma
    ,
    Hehe Fan
    , Tat-Seng Chua
  96. A Picture Is Worth a Graph: A Blueprint Debate Paradigm for Multimodal Reasoning
    ACM MM 2024 ·
    Changmeng Zheng
    ,
    Dayong Liang
    ,
    Wengyu Zhang
    ,
    Xiaoyong Wei
    , Tat-Seng Chua,
    Qing Li
  97. A Study of Implicit Ranking Unfairness in Large Language Models
    EMNLP 2024 ·
    Chen Xu
    ,
    Wenjie Wang
    ,
    Yuxin Li
    ,
    Liang Pang
    ,
    Jun Xu
    , Tat-Seng Chua
  98. A Survey on Neural Question Generation: Methods, Applications, and Prospects
    IJCAI 2024 ·
    Shasha Guo
    ,
    Lizi Liao
    ,
    Cuiping Li
    , Tat-Seng Chua
  99. A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models
    SIGKDD 2024 ·
    Wenqi Fan
    ,
    Yujuan Ding
    ,
    Liangbo Ning
    ,
    Shijie Wang
    ,
    Hengyun Li
    ,
    Dawei Yin
    , Tat-Seng Chua,
    Qing Li
  100. A Taxation Perspective for Fair Re-ranking
    SIGIR 2024 ·
    Chen Xu
    ,
    Xiaopeng Ye
    ,
    Wenjie Wang
    ,
    Liang Pang
    ,
    Jun Xu
    , Tat-Seng Chua
  101. ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation
    NeurIPS 2024 ·
    Jingnan Zheng
    ,
    Han Wang
    ,
    An Zhang
    ,
    Tai D. Nguyen
    ,
    Jun Sun
    , Tat-Seng Chua
  102. Abductive Ego-View Accident Video Understanding for Safe Driving Perception
    CVPR 2024 ·
    Jianwu Fang
    ,
    Lei-Lei Li
    ,
    Junfei Zhou
    ,
    Junbin Xiao
    ,
    Hongkai Yu
    ,
    Chen Lv
    ,
    Jianru Xue
    , Tat-Seng Chua
  103. Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding
    ACL 2024 ·
    Zhihan Zhang
    ,
    Yixin Cao
    ,
    Chenchen Ye
    ,
    Yunshan Ma
    ,
    Lizi Liao
    , Tat-Seng Chua
  104. Ask-before-Plan: Proactive Language Agents for Real-World Planning
    EMNLP 2024 ·
    Xuan Zhang
    ,
    Yang Deng
    ,
    Zifeng Ren
    ,
    See-Kiong Ng
    , Tat-Seng Chua
  105. Auto-Encoding Morph-Tokens for Multimodal LLM
    ICML 2024 ·
    Kaihang Pan
    ,
    Siliang Tang
    ,
    Juncheng Li
    ,
    Zhaoyu Fan
    ,
    Wei Chow
    ,
    Shuicheng Yan
    , Tat-Seng Chua,
    Yueting Zhuang
    ,
    Hanwang Zhang
  106. Beyond Persuasion: Towards Conversational Recommender System with Credible Explanations
    EMNLP 2024 ·
    Peixin Qin
    ,
    Chen Huang
    ,
    Yang Deng
    ,
    Wenqiang Lei
    , Tat-Seng Chua
  107. Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation
    SIGKDD 2024 ·
    Xinyu Lin
    ,
    Wenjie Wang
    ,
    Yongqi Li
    ,
    Fuli Feng
    ,
    See-Kiong Ng
    , Tat-Seng Chua
  108. CIRP: Cross-Item Relational Pre-training for Multimodal Product Bundling
    ACM MM 2024 ·
    Yunshan Ma
    ,
    Yingzhi He
    ,
    Wenjun Zhong
    ,
    Xiang Wang
    ,
    Roger Zimmermann
    , Tat-Seng Chua
  109. CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models
    ACL 2024 ·
    Tong Zhang
    ,
    Peixin Qin
    ,
    Yang Deng
    ,
    Chen Huang
    ,
    Wenqiang Lei
    ,
    Junhong Liu
    ,
    Dingnan Jin
    ,
    Hongru Liang
    , Tat-Seng Chua
  110. Can I Trust Your Answer? Visually Grounded Video Question Answering
    CVPR 2024 ·
    Junbin Xiao
    ,
    Angela Yao
    ,
    Yicong Li
    , Tat-Seng Chua
  111. Causal-driven Large Language Models with Faithful Reasoning for Knowledge Question Answering
    ACM MM 2024 ·
    Jiawei Wang
    ,
    Da Cao
    ,
    Shaofei Lu
    ,
    Zhanchang Ma
    ,
    Junbin Xiao
    , Tat-Seng Chua
  112. Chain-of-Exemplar: Enhancing Distractor Generation for Multimodal Educational Question Generation
    ACL 2024 ·
    Haohao Luo
    ,
    Yang Deng
    ,
    Ying Shen
    ,
    See-Kiong Ng
    , Tat-Seng Chua
  113. Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024
    WWW 2024 · Tat-Seng Chua,
    Chong-Wah Ngo
    ,
    Roy Ka-Wei Lee
    ,
    Ravi Kumar
    ,
    Hady W. Lauw
  114. Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization
    ICLR 2024 ·
    Yiyang Chen
    ,
    Zhedong Zheng
    ,
    Wei Ji
    ,
    Leigang Qu
    , Tat-Seng Chua
  115. Data-efficient Fine-tuning for LLM-based Recommendation
    SIGIR 2024 ·
    Xinyu Lin
    ,
    Wenjie Wang
    ,
    Yongqi Li
    ,
    Shuo Yang
    ,
    Fuli Feng
    ,
    Yinwei Wei
    , Tat-Seng Chua
  116. Denoising Diffusion Recommender Model
    SIGIR 2024 ·
    Jujia Zhao
    ,
    Wenjie Wang
    ,
    Yiyan Xu
    ,
    Teng Sun
    ,
    Fuli Feng
    , Tat-Seng Chua
  117. Discriminative Probing and Tuning for Text-to-Image Generation
    CVPR 2024 ·
    Leigang Qu
    ,
    Wenjie Wang
    ,
    Yongqi Li
    ,
    Hanwang Zhang
    ,
    Liqiang Nie
    , Tat-Seng Chua
  118. Disentangling Masked Autoencoders for Unsupervised Domain Generalization
    ECCV 2024 ·
    An Zhang
    ,
    Han Wang
    ,
    Xiang Wang
    , Tat-Seng Chua
  119. Distillation Enhanced Generative Retrieval
    ACL 2024 ·
    Yongqi Li
    ,
    Zhen Zhang
    ,
    Wenjie Wang
    ,
    Liqiang Nie
    ,
    Wenjie Li
    , Tat-Seng Chua
  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
    ,
    Yong Zhao
    ,
    Moxin Li
    ,
    See-Kiong Ng
    , Tat-Seng Chua
  121. Dysen-VDM: Empowering Dynamics-Aware Text-to-Video Diffusion with LLMs
    CVPR 2024 ·
    Hao Fei
    ,
    Shengqiong Wu
    ,
    Wei Ji
    ,
    Hanwang Zhang
    , Tat-Seng Chua
  122. Fact : Teaching MLLMs with Faithful, Concise and Transferable Rationales
    ACM MM 2024 ·
    Minghe Gao
    ,
    Shuang Chen
    ,
    Liang Pang
    ,
    Yuan Yao
    ,
    Jisheng Dang
    ,
    Wenqiao Zhang
    ,
    Juncheng Li
    ,
    Siliang Tang
    ,
    Yueting Zhuang
    , Tat-Seng Chua
  123. FashionReGen: LLM-Empowered Fashion Report Generation
    WWW 2024 ·
    Yujuan Ding
    ,
    Yunshan Ma
    ,
    Wenqi Fan
    ,
    Yige Yao
    , Tat-Seng Chua,
    Qing Li
  124. Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions
    ICLR 2024 ·
    Juncheng Li
    ,
    Kaihang Pan
    ,
    Zhiqi Ge
    ,
    Minghe Gao
    ,
    Wei Ji
    ,
    Wenqiao Zhang
    , Tat-Seng Chua,
    Siliang Tang
    ,
    Hanwang Zhang
    ,
    Yueting Zhuang
  125. GOODAT: Towards Test-Time Graph Out-of-Distribution Detection
    AAAI 2024 ·
    Luzhi Wang
    ,
    Dongxiao He
    ,
    He Zhang
    ,
    Yixin Liu
    ,
    Wenjie Wang
    ,
    Shirui Pan
    ,
    Di Jin
    , Tat-Seng Chua
  126. Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond
    ACL 2024 ·
    Yongqi Li
    ,
    Wenjie Wang
    ,
    Leigang Qu
    ,
    Liqiang Nie
    ,
    Wenjie Li
    , Tat-Seng Chua
  127. Hop-based Heterogeneous Graph Transformer
    ECAI 2024 ·
    Zixuan Yang
    ,
    Xiao Wang
    ,
    Yanhua Yu
    ,
    Yuling Wang
    ,
    Kangkang Lu
    ,
    Zirui Guo
    ,
    Xiting Qin
    ,
    Yunshan Ma
    , Tat-Seng Chua
  128. I3: Intent-Introspective Retrieval Conditioned on Instructions
    SIGIR 2024 ·
    Kaihang Pan
    ,
    Juncheng Li
    ,
    Wenjie Wang
    ,
    Hao Fei
    ,
    Hongye Song
    ,
    Wei Ji
    ,
    Jun Lin
    ,
    Xiaozhong Liu
    , Tat-Seng Chua,
    Siliang Tang
  129. Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction
    AAAI 2024 ·
    Kangkang Lu
    ,
    Yanhua Yu
    ,
    Hao Fei
    ,
    Xuan Li
    ,
    Zixuan Yang
    ,
    Zirui Guo
    ,
    Meiyu Liang
    ,
    Mengran Yin
    , Tat-Seng Chua
  130. Information-Controllable Graph Contrastive Learning for Recommendation
    RecSys 2024 ·
    Zirui Guo
    ,
    Yanhua Yu
    ,
    Yuling Wang
    ,
    Kangkang Lu
    ,
    Zixuan Yang
    ,
    Liang Pang
    , Tat-Seng Chua
  131. LARP: Language Audio Relational Pre-training for Cold-Start Playlist Continuation
    SIGKDD 2024 ·
    Rebecca Salganik
    ,
    Xiaohao Liu
    ,
    Yunshan Ma
    ,
    Jian Kang
    , Tat-Seng Chua
  132. LASO: Language-Guided Affordance Segmentation on 3D Object
    CVPR 2024 ·
    Yicong Li
    ,
    Na Zhao
    ,
    Junbin Xiao
    ,
    Chun Feng
    ,
    Xiang Wang
    , Tat-Seng Chua
  133. LLaVA-UHD: An LMM Perceiving Any Aspect Ratio and High-Resolution Images
    ECCV 2024 ·
    Zonghao Guo
    ,
    Ruyi Xu
    ,
    Yuan Yao
    ,
    Junbo Cui
    ,
    Zanlin Ni
    ,
    Chunjiang Ge
    , Tat-Seng Chua,
    Zhiyuan Liu
    ,
    Gao Huang
  134. Large Language Model Powered Agents for Information Retrieval
    SIGIR 2024 ·
    An Zhang
    ,
    Yang Deng
    ,
    Yankai Lin
    ,
    Xu Chen
    ,
    Ji-Rong Wen
    , Tat-Seng Chua
  135. Large Language Model Powered Agents in the Web
    WWW 2024 ·
    Yang Deng
    ,
    An Zhang
    ,
    Yankai Lin
    ,
    Xu Chen
    ,
    Ji-Rong Wen
    , Tat-Seng Chua
  136. Learnable Item Tokenization for Generative Recommendation
    CIKM 2024 ·
    Wenjie Wang
    ,
    Honghui Bao
    ,
    Xinyu Lin
    ,
    Jizhi Zhang
    ,
    Yongqi Li
    ,
    Fuli Feng
    ,
    See-Kiong Ng
    , Tat-Seng Chua
  137. Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models
    WWW 2024 ·
    Kelvin J. L. Koa
    ,
    Yunshan Ma
    ,
    Ritchie Ng
    , Tat-Seng Chua
  138. Leveraging Multimodal Features and Item-level User Feedback for Bundle Construction
    WSDM 2024 ·
    Yunshan Ma
    ,
    Xiaohao Liu
    ,
    Yinwei Wei
    ,
    Zhulin Tao
    ,
    Xiang Wang
    , Tat-Seng Chua
  139. MM-Forecast: A Multimodal Approach to Temporal Event Forecasting with Large Language Models
    ACM MM 2024 ·
    Haoxuan Li
    ,
    Zhengmao Yang
    ,
    Yunshan Ma
    ,
    Yi Bin
    ,
    Yang Yang
    , Tat-Seng Chua
  140. MaskDroid: Robust Android Malware Detection with Masked Graph Representations
    ASE 2024 ·
    Jingnan Zheng
    ,
    Jiahao Liu
    ,
    An Zhang
    ,
    Jun Zeng
    ,
    Ziqi Yang
    ,
    Zhenkai Liang
    , Tat-Seng Chua
  141. Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning
    ICML 2024 ·
    Long Qian
    ,
    Juncheng Li
    ,
    Yu Wu
    ,
    Yaobo Ye
    ,
    Hao Fei
    , Tat-Seng Chua,
    Yueting Zhuang
    ,
    Siliang Tang
  142. NExT-Chat: An LMM for Chat, Detection and Segmentation
    ICML 2024 ·
    Ao Zhang
    ,
    Yuan Yao
    ,
    Wei Ji
    ,
    Zhiyuan Liu
    , Tat-Seng Chua
  143. NExT-GPT: Any-to-Any Multimodal LLM
    ICML 2024 ·
    Shengqiong Wu
    ,
    Hao Fei
    ,
    Leigang Qu
    ,
    Wei Ji
    , Tat-Seng Chua
  144. On Generative Agents in Recommendation
    SIGIR 2024 ·
    An Zhang
    ,
    Yuxin Chen
    ,
    Leheng Sheng
    ,
    Xiang Wang
    , Tat-Seng Chua
  145. On Softmax Direct Preference Optimization for Recommendation
    NeurIPS 2024 ·
    Yuxin Chen
    ,
    Junfei Tan
    ,
    An Zhang
    ,
    Zhengyi Yang
    ,
    Leheng Sheng
    ,
    Enzhi Zhang
    ,
    Xiang Wang
    , Tat-Seng Chua
  146. On the Multi-turn Instruction Following for Conversational Web Agents
    ACL 2024 ·
    Yang Deng
    ,
    Xuan Zhang
    ,
    Wenxuan Zhang
    ,
    Yifei Yuan
    ,
    See-Kiong Ng
    , Tat-Seng Chua
  147. Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents
    ICLR 2024 ·
    Yang Deng
    ,
    Wenxuan Zhang
    ,
    Wai Lam
    ,
    See-Kiong Ng
    , Tat-Seng Chua
  148. Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
    WWW 2024 · Tat-Seng Chua,
    Chong-Wah Ngo
    ,
    Ravi Kumar
    ,
    Hady W. Lauw
    ,
    Roy Ka-Wei Lee
  149. ProtT3: Protein-to-Text Generation for Text-based Protein Understanding
    ACL 2024 ·
    Zhiyuan Liu
    ,
    An Zhang
    ,
    Hao Fei
    ,
    Enzhi Zhang
    ,
    Xiang Wang
    ,
    Kenji Kawaguchi
    , Tat-Seng Chua
  150. ReactXT: Understanding Molecular "Reaction-ship" via Reaction-Contextualized Molecule-Text Pretraining
    ACL 2024 ·
    Zhiyuan Liu
    ,
    Yaorui Shi
    ,
    An Zhang
    ,
    Sihang Li
    ,
    Enzhi Zhang
    ,
    Xiang Wang
    ,
    Kenji Kawaguchi
    , Tat-Seng Chua
  151. STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents
    ACL 2024 ·
    Yue Chen
    ,
    Chen Huang
    ,
    Yang Deng
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    Wenqiang Lei
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    Dingnan Jin
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    Jia Liu
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  152. Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks
    WWW 2024 ·
    Shicheng Xu
    ,
    Liang Pang
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    Huawei Shen
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    Xueqi Cheng
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  153. Simple but Effective Raw-Data Level Multimodal Fusion for Composed Image Retrieval
    SIGIR 2024 ·
    Haokun Wen
    ,
    Xuemeng Song
    ,
    Xiaolin Chen
    ,
    Yinwei Wei
    ,
    Liqiang Nie
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  154. Strength Lies in Differences! Improving Strategy Planning for Non-collaborative Dialogues via Diversified User Simulation
    EMNLP 2024 ·
    Tong Zhang
    ,
    Chen Huang
    ,
    Yang Deng
    ,
    Hongru Liang
    ,
    Jia Liu
    ,
    Zujie Wen
    ,
    Wenqiang Lei
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  155. Temporally and Distributionally Robust Optimization for Cold-Start Recommendation
    AAAI 2024 ·
    Xinyu Lin
    ,
    Wenjie Wang
    ,
    Jujia Zhao
    ,
    Yongqi Li
    ,
    Fuli Feng
    , Tat-Seng Chua
  156. Think Twice Before Trusting: Self-Detection for Large Language Models through Comprehensive Answer Reflection
    EMNLP 2024 ·
    Moxin Li
    ,
    Wenjie Wang
    ,
    Fuli Feng
    ,
    Fengbin Zhu
    ,
    Qifan Wang
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  157. Towards 3D Molecule-Text Interpretation in Language Models
    ICLR 2024 ·
    Sihang Li
    ,
    Zhiyuan Liu
    ,
    Yanchen Luo
    ,
    Xiang Wang
    ,
    Xiangnan He
    ,
    Kenji Kawaguchi
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    Qi Tian
  158. Towards Human-centered Proactive Conversational Agents
    SIGIR 2024 ·
    Yang Deng
    ,
    Lizi Liao
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    Zhonghua Zheng
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    Grace Hui Yang
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  159. Towards Natural Language-Guided Drones: GeoText-1652 Benchmark with Spatial Relation Matching
    ECCV 2024 ·
    Meng Chu
    ,
    Zhedong Zheng
    ,
    Wei Ji
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    Tingyu Wang
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  160. Towards Neuron Attributions in Multi-Modal Large Language Models
    NeurIPS 2024 ·
    Junfeng Fang
    ,
    Zac Bi
    ,
    Ruipeng Wang
    ,
    Houcheng Jiang
    ,
    Yuan Gao
    ,
    Kun Wang
    ,
    An Zhang
    ,
    Jie Shi
    ,
    Xiang Wang
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  161. Uplift Modeling for Target User Attacks on Recommender Systems
    WWW 2024 ·
    Wenjie Wang
    ,
    Changsheng Wang
    ,
    Fuli Feng
    ,
    Wentao Shi
    ,
    Daizong Ding
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  162. Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing
    NeurIPS 2024 ·
    Hao Fei
    ,
    Shengqiong Wu
    ,
    Hanwang Zhang
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    Shuicheng Yan
  163. XNLP: An Interactive Demonstration System for Universal Structured NLP
    ACL 2024 ·
    Hao Fei
    ,
    Meishan Zhang
    ,
    Min Zhang
    , Tat-Seng Chua