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Tat-Seng Chua

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

420

Venues

33

Active years

1996–2026

Best venue rank

A*

Where they publish

Papers

Showing the 300 most recent indexed papers.

YearVenueTitleAuthors
2026AAAILLaVA-UHD v2: Exploiting Hierarchical Vision Granularity in MLLMs via Inverse Semantic Pyramid.Yipeng Zhang, Yifan Liu, Zonghao Guo, Yidan Zhang, Xuesong Yang, Xiaoying Zhang, Chi Chen, Jun Song, Yuan Yao, Tat-Seng Chua, Maosong Sun
2026AAAILogic Unseen: Revealing the Logical Blindspots of Vision-Language Models.Yuchen Zhou, Jiayu Tang, Shuo Yang, Xiaoyan Xiao, Yuqin Dai, Wenhao Yang, Chao Gou, Xiaobo Xia, Tat-Seng Chua
2026MMMIntegrating Symbolic and Waveform Music Into Large Language Models.Teng Tu, Xiaohao Liu, Yunshan Ma, Ji Qi, Tat-Seng Chua
2026MMMMMDocBench: Benchmarking Large Vision-Language Models for Fine-Grained Visual Document Understanding and Grounding.Fengbin Zhu, Ziyang Liu, Xiang Yao Ng, Haohui Wu, Wenjie Wang, Fuli Feng, Chao Wang, Huanbo Luan, Tat-Seng Chua
2025AAAILightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph.Tu Ao, Yanhua Yu, Yuling Wang, Yang Deng, Zirui Guo, Liang Pang, Pinghui Wang, Tat-Seng Chua, Xiao Zhang, Zhen Cai
2025AAAIAttend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning.Man Liu, Huihui Bai, Feng Li, Chunjie Zhang, Yunchao Wei, Tat-Seng Chua, Yao Zhao
2025AAAIOptimize Incompatible Parameters Through Compatibility-aware Knowledge Integration.Zheqi Lv, Keming Ye, Zishu Wei, Qi Tian, Shengyu Zhang, Wenqiao Zhang, Wenjie Wang, Kun Kuang, Tat-Seng Chua, Fei Wu
2025AAAICombating Multimodal LLM Hallucination via Bottom-Up Holistic Reasoning.Shengqiong Wu, Hao Fei, Liangming Pan, William Yang Wang, Shuicheng Yan, Tat-Seng Chua
2025AAAIAligning Large Language Models for Faithful Integrity Against Opposing Argument.Yong Zhao, Yang Deng, See-Kiong Ng, Tat-Seng Chua
2025ACLFACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language Models.Hongzhan Lin, Yang Deng, Yuxuan Gu, Wenxuan Zhang, Jing Ma, See-Kiong Ng, Tat-Seng Chua
2025ACLG2S: A General-to-Specific Learning Framework for Temporal Knowledge Graph Forecasting with Large Language Models.Long Bai, Zixuan Li, Xiaolong Jin, Jiafeng Guo, Xueqi Cheng, Tat-Seng Chua
2025ACLHow to Enable Effective Cooperation Between Humans and NLP Models: A Survey of Principles, Formalizations, and Beyond.Chen Huang, Yang Deng, Wenqiang Lei, Jiancheng Lv, Tat-Seng Chua, Jimmy Huang
2025ACLLength Controlled Generation for Black-box LLMs.Yuxuan Gu, Wenjie Wang, Xiaocheng Feng, Weihong Zhong, Kun Zhu, Lei Huang, Ting Liu, Bing Qin, Tat-Seng Chua
2025ACLCracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence.Jinghan He, Kuan Zhu, Haiyun Guo, Junfeng Fang, Zhenglin Hua, Yuheng Jia, Ming Tang, Tat-Seng Chua, Jinqiao Wang
2025ACLSelf-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment.Moxin Li, Yuantao Zhang, Wenjie Wang, Wentao Shi, Zhuo Liu, Fuli Feng, Tat-Seng Chua
2025ACLKnowledge Boundary of Large Language Models: A Survey.Moxin Li, Yong Zhao, Wenxuan Zhang, Shuaiyi Li, Wenya Xie, See-Kiong Ng, Tat-Seng Chua, Yang Deng
2025ACLMeasuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM Personalization.Yilun Qiu, Xiaoyan Zhao, Yang Zhang, Yimeng Bai, Wenjie Wang, Hong Cheng, Fuli Feng, Tat-Seng Chua
2025ACLPersonalized Generation In Large Model Era: A Survey.Yiyan Xu, Jinghao Zhang, Alireza Salemi, Xinting Hu, Wenjie Wang, Fuli Feng, Hamed Zamani, Xiangnan He, Tat-Seng Chua
2025ACLPersonalized Text Generation with Contrastive Activation Steering.Jinghao Zhang, Yuting Liu, Wenjie Wang, Qiang Liu, Shu Wu, Liang Wang, Tat-Seng Chua
2025ACLBeware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMs.Weixiang Zhao, Yulin Hu, Yang Deng, Jiahe Guo, Xingyu Sui, Xinyang Han, An Zhang, Yanyan Zhao, Bing Qin, Tat-Seng Chua, Ting Liu
2025ACLMPO: Multilingual Safety Alignment via Reward Gap Optimization.Weixiang Zhao, Yulin Hu, Yang Deng, Tongtong Wu, Wenxuan Zhang, Jiahe Guo, An Zhang, Yanyan Zhao, Bing Qin, Tat-Seng Chua, Ting Liu
2025CIKMInternational Workshop on Multimodal Generative Search and Recommendation (MMGenSR@CIKM 2025).Yi Bin, Haoxuan Li, Haokai Ma, Yang Zhang, Wenjie Wang, Yunshan Ma, Yang Yang, Tat-Seng Chua
2025CIKMTowards Large Generative Recommendation: A Tokenization Perspective.Yupeng Hou, An Zhang, Leheng Sheng, Jiancan Wu, Xiang Wang, Tat-Seng Chua, Julian J. McAuley
2025CVPRRLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness.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
2025CVPRSTEP: Enhancing Video-LLMs' Compositional Reasoning by Spatio-Temporal Graph-guided Self-Training.Haiyi Qiu, Minghe Gao, Long Qian, Kaihang Pan, Qifan Yu, Juncheng Li, Wenjie Wang, Siliang Tang, Yueting Zhuang, Tat-Seng Chua
2025CVPRSILMM: Self-Improving Large Multimodal Models for Compositional Text-to-Image Generation.Leigang Qu, Haochuan Li, Wenjie Wang, Xiang Liu, Juncheng Li, Liqiang Nie, Tat-Seng Chua
2025CVPRUniversal Scene Graph Generation.Shengqiong Wu, Hao Fei, Tat-Seng Chua
2025CVPRLearning 4D Panoptic Scene Graph Generation from Rich 2D Visual Scene.Shengqiong Wu, Hao Fei, Jingkang Yang, Xiangtai Li, Juncheng Li, Hanwang Zhang, Tat-Seng Chua
2025CVPRZero-1-to-A: Zero-Shot One Image to Animatable Head Avatars Using Video Diffusion.Zhenglin Zhou, Fan Ma, Hehe Fan, Tat-Seng Chua
2025CVPREgoTextVQA: Towards Egocentric Scene-Text Aware Video Question Answering.Sheng Zhou, Junbin Xiao, Qingyun Li, Yicong Li, Xun Yang, Dan Guo, Meng Wang, Tat-Seng Chua, Angela Yao
2025EMNLPMedia Source Matters More Than Content: Unveiling Political Bias in LLM-Generated Citations.Sunhao Dai, Zhanshuo Cao, Wenjie Wang, Liang Pang, Jun Xu, See-Kiong Ng, Tat-Seng Chua
2025EMNLPDecoding in Latent Spaces for Efficient Inference in LLM-based Recommendation.Chengbing Wang, Yang Zhang, Zhicheng Wang, Tianhao Shi, Keqin Bao, Fuli Feng, Tat-Seng Chua
2025EMNLPAdaSteer: Your Aligned LLM is Inherently an Adaptive Jailbreak Defender.Weixiang Zhao, Jiahe Guo, Yulin Hu, Yang Deng, An Zhang, Xingyu Sui, Xinyang Han, Yanyan Zhao, Bing Qin, Tat-Seng Chua, Ting Liu
2025ICCVBenchmarking Multimodal CoT Reward Model Stepwise by Visual Program.Minghe Gao, Xuqi Liu, Zhongqi Yue, Yang Wu, Shuang Chen, Juncheng Li, Siliang Tang, Fei Wu, Tat-Seng Chua, Yueting Zhuang
2025ICCVUncertainty-Driven Expert Control: Enhancing the Reliability of Medical Vision-Language Models.Xiao Liang, Di Wang, Zhicheng Jiao, Ronghan Li, Pengfei Yang, Quan Wang, Tat-Seng Chua
2025ICCVCausal-Entity Reflected Egocentric Traffic Accident Video Synthesis.Lei-Lei Li, Jianwu Fang, Junbin Xiao, Shanmin Pang, Hongkai Yu, Chen Lv, Jianru Xue, Tat-Seng Chua
2025ICLREfficient Inference for Large Language Model-based Generative Recommendation.Xinyu Lin, Chaoqun Yang, Wenjie Wang, Yongqi Li, Cunxiao Du, Fuli Feng, See-Kiong Ng, Tat-Seng Chua
2025ICLRBridging Jensen Gap for Max-Min Group Fairness Optimization in Recommendation.Chen Xu, Yuxin Li, Wenjie Wang, Liang Pang, Jun Xu, Tat-Seng Chua
2025ICLRNeural Causal Graph for Interpretable and Intervenable Classification.Jiawei Wang, Shaofei Lu, Da Cao, Dongyu Wang, Yuquan Le, Zhe Quan, Tat-Seng Chua
2025ICLRFine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment.Chenhang Cui, An Zhang, Yiyang Zhou, Zhaorun Chen, Gelei Deng, Huaxiu Yao, Tat-Seng Chua
2025ICLRAlphaEdit: Null-Space Constrained Knowledge Editing for Language Models.Junfeng Fang, Houcheng Jiang, Kun Wang, Yunshan Ma, Jie Shi, Xiang Wang, Xiangnan He, Tat-Seng Chua
2025ICLRNExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation.Zhiyuan Liu, Yanchen Luo, Han Huang, Enzhi Zhang, Sihang Li, Junfeng Fang, Yaorui Shi, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua
2025ICLRPreference Diffusion for Recommendation.Shuo Liu, An Zhang, Guoqing Hu, Hong Qian, Tat-Seng Chua
2025ICLRTIGeR: Unifying Text-to-Image Generation and Retrieval with Large Multimodal Models.Leigang Qu, Haochuan Li, Tan Wang, Wenjie Wang, Yongqi Li, Liqiang Nie, Tat-Seng Chua
2025ICLRLanguage Representations Can be What Recommenders Need: Findings and Potentials.Leheng Sheng, An Zhang, Yi Zhang, Yuxin Chen, Xiang Wang, Tat-Seng Chua
2025ICLRTowards Semantic Equivalence of Tokenization in Multimodal LLM.Shengqiong Wu, Hao Fei, Xiangtai Li, Jiayi Ji, Hanwang Zhang, Tat-Seng Chua, Shuicheng Yan
2025ICMLOn Path to Multimodal Generalist: General-Level and General-Bench.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
2025ICMLAnyEdit: Edit Any Knowledge Encoded in Language Models.Houcheng Jiang, Junfeng Fang, Ningyu Zhang, Mingyang Wan, Guojun Ma, Xiang Wang, Xiangnan He, Tat-Seng Chua
2025ICMLFOCoOp: Enhancing Out-of-Distribution Robustness in Federated Prompt Learning for Vision-Language Models.Xinting Liao, Weiming Liu, Jiaming Qian, Pengyang Zhou, Jiahe Xu, Wenjie Wang, Chaochao Chen, Xiaolin Zheng, Tat-Seng Chua
2025ICMLBoosting Virtual Agent Learning and Reasoning: A Step-Wise, Multi-Dimensional, and Generalist Reward Model with Benchmark.Bingchen Miao, Yang Wu, Minghe Gao, Qifan Yu, Wendong Bu, Wenqiao Zhang, Yunfei Li, Siliang Tang, Tat-Seng Chua, Juncheng Li
2025ICMLLong-Term TalkingFace Generation via Motion-Prior Conditional Diffusion Model.Fei Shen, Cong Wang, Junyao Gao, Qin Guo, Jisheng Dang, Jinhui Tang, Tat-Seng Chua
2025ICMLDreamDPO: Aligning Text-to-3D Generation with Human Preferences via Direct Preference Optimization.Zhenglin Zhou, Xiaobo Xia, Fan Ma, Hehe Fan, Yi Yang, Tat-Seng Chua
2025IJCAIExternal Memory Matters: Generalizable Object-Action Memory for Retrieval-Augmented Long-Term Video Understanding.Jisheng Dang, Huicheng Zheng, Xudong Wu, Jingmei Jiao, Bimei Wang, Jun Yang, Bin Hu, Jianhuang Lai, Tat-Seng Chua
2025ICRACoarse-to-Fine Cross-Modality Generation for Enhancing Vehicle Re-Identification with High-Fidelity Synthetic Data.Leyang Jin, Wei Ji, Tat-Seng Chua, Zhedong Zheng
2025KDDEARN: Efficient Inference Acceleration for LLM-based Generative Recommendation by Register Tokens.Chaoqun Yang, Xinyu Lin, Wenjie Wang, Yongqi Li, Teng Sun, Xianjing Han, Tat-Seng Chua
2025KDDLLM2Rec: Large Language Models Are Powerful Embedding Models for Sequential Recommendation.Yingzhi He, Xiaohao Liu, An Zhang, Yunshan Ma, Tat-Seng Chua
2025KDDFine-tuning Multimodal Large Language Models for Product Bundling.Xiaohao Liu, Jie Wu, Zhulin Tao, Yunshan Ma, Yinwei Wei, Tat-Seng Chua
2024AAAITemporally and Distributionally Robust Optimization for Cold-Start Recommendation.Xinyu Lin, Wenjie Wang, Jujia Zhao, Yongqi Li, Fuli Feng, Tat-Seng Chua
2024AAAIImproving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction.Kangkang Lu, Yanhua Yu, Hao Fei, Xuan Li, Zixuan Yang, Zirui Guo, Meiyu Liang, Mengran Yin, Tat-Seng Chua
2024AAAIGOODAT: Towards Test-Time Graph Out-of-Distribution Detection.Luzhi Wang, Dongxiao He, He Zhang, Yixin Liu, Wenjie Wang, Shirui Pan, Di Jin, Tat-Seng Chua
2024ACLXNLP: An Interactive Demonstration System for Universal Structured NLP.Hao Fei, Meishan Zhang, Min Zhang, Tat-Seng Chua
2024ACLOn the Multi-turn Instruction Following for Conversational Web Agents.Yang Deng, Xuan Zhang, Wenxuan Zhang, Yifei Yuan, See-Kiong Ng, Tat-Seng Chua
2024ACLSTYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents.Yue Chen, Chen Huang, Yang Deng, Wenqiang Lei, Dingnan Jin, Jia Liu, Tat-Seng Chua
2024ACLReactXT: Understanding Molecular "Reaction-ship" via Reaction-Contextualized Molecule-Text Pretraining.Zhiyuan Liu, Yaorui Shi, An Zhang, Sihang Li, Enzhi Zhang, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua
2024ACLProtT3: Protein-to-Text Generation for Text-based Protein Understanding.Zhiyuan Liu, An Zhang, Hao Fei, Enzhi Zhang, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua
2024ACLGenerative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond.Yongqi Li, Wenjie Wang, Leigang Qu, Liqiang Nie, Wenjie Li, Tat-Seng Chua
2024ACLDistillation Enhanced Generative Retrieval.Yongqi Li, Zhen Zhang, Wenjie Wang, Liqiang Nie, Wenjie Li, Tat-Seng Chua
2024ACLChain-of-Exemplar: Enhancing Distractor Generation for Multimodal Educational Question Generation.Haohao Luo, Yang Deng, Ying Shen, See-Kiong Ng, Tat-Seng Chua
2024ACLAnalyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding.Zhihan Zhang, Yixin Cao, Chenchen Ye, Yunshan Ma, Lizi Liao, Tat-Seng Chua
2024ACLCLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models.Tong Zhang, Peixin Qin, Yang Deng, Chen Huang, Wenqiang Lei, Junhong Liu, Dingnan Jin, Hongru Liang, Tat-Seng Chua
2024CIKMLearnable Item Tokenization for Generative Recommendation.Wenjie Wang, Honghui Bao, Xinyu Lin, Jizhi Zhang, Yongqi Li, Fuli Feng, See-Kiong Ng, Tat-Seng Chua
2024COLINGDoc2SoarGraph: Discrete Reasoning over Visually-Rich Table-Text Documents via Semantic-Oriented Hierarchical Graphs.Fengbin Zhu, Chao Wang, Fuli Feng, Zifeng Ren, Moxin Li, Tat-Seng Chua
2024CVPRDysen-VDM: Empowering Dynamics-Aware Text-to-Video Diffusion with LLMs.Hao Fei, Shengqiong Wu, Wei Ji, Hanwang Zhang, Tat-Seng Chua
2024CVPRLASO: Language-Guided Affordance Segmentation on 3D Object.Yicong Li, Na Zhao, Junbin Xiao, Chun Feng, Xiang Wang, Tat-Seng Chua
2024CVPRAbductive Ego-View Accident Video Understanding for Safe Driving Perception.Jianwu Fang, Lei-Lei Li, Junfei Zhou, Junbin Xiao, Hongkai Yu, Chen Lv, Jianru Xue, Tat-Seng Chua
2024CVPRDiscriminative Probing and Tuning for Text-to-Image Generation.Leigang Qu, Wenjie Wang, Yongqi Li, Hanwang Zhang, Liqiang Nie, Tat-Seng Chua
2024CVPRCan I Trust Your Answer? Visually Grounded Video Question Answering.Junbin Xiao, Angela Yao, Yicong Li, Tat-Seng Chua
2024ECAIHop-based Heterogeneous Graph Transformer.Zixuan Yang, Xiao Wang, Yanhua Yu, Yuling Wang, Kangkang Lu, Zirui Guo, Xiting Qin, Yunshan Ma, Tat-Seng Chua
2024ECCVTowards Natural Language-Guided Drones: GeoText-1652 Benchmark with Spatial Relation Matching.Meng Chu, Zhedong Zheng, Wei Ji, Tingyu Wang, Tat-Seng Chua
2024ECCVLLaVA-UHD: An LMM Perceiving Any Aspect Ratio and High-Resolution Images.Zonghao Guo, Ruyi Xu, Yuan Yao, Junbo Cui, Zanlin Ni, Chunjiang Ge, Tat-Seng Chua, Zhiyuan Liu, Gao Huang
2024ECCVDisentangling Masked Autoencoders for Unsupervised Domain Generalization.An Zhang, Han Wang, Xiang Wang, Tat-Seng Chua
2024EMNLPA Study of Implicit Ranking Unfairness in Large Language Models.Chen Xu, Wenjie Wang, Yuxin Li, Liang Pang, Jun Xu, Tat-Seng Chua
2024EMNLPDon't Just Say "I don't know"! Self-aligning Large Language Models for Responding to Unknown Questions with Explanations.Yang Deng, Yong Zhao, Moxin Li, See-Kiong Ng, Tat-Seng Chua
2024EMNLPThink Twice Before Trusting: Self-Detection for Large Language Models through Comprehensive Answer Reflection.Moxin Li, Wenjie Wang, Fuli Feng, Fengbin Zhu, Qifan Wang, Tat-Seng Chua
2024EMNLPBeyond Persuasion: Towards Conversational Recommender System with Credible Explanations.Peixin Qin, Chen Huang, Yang Deng, Wenqiang Lei, Tat-Seng Chua
2024EMNLPAsk-before-Plan: Proactive Language Agents for Real-World Planning.Xuan Zhang, Yang Deng, Zifeng Ren, See-Kiong Ng, Tat-Seng Chua
2024EMNLPStrength Lies in Differences! Improving Strategy Planning for Non-collaborative Dialogues via Diversified User Simulation.Tong Zhang, Chen Huang, Yang Deng, Hongru Liang, Jia Liu, Zujie Wen, Wenqiang Lei, Tat-Seng Chua
2024ICLRPlug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents.Yang Deng, Wenxuan Zhang, Wai Lam, See-Kiong Ng, Tat-Seng Chua
2024ICLRFine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions.Juncheng Li, Kaihang Pan, Zhiqi Ge, Minghe Gao, Wei Ji, Wenqiao Zhang, Tat-Seng Chua, Siliang Tang, Hanwang Zhang, Yueting Zhuang
2024ICLRComposed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization.Yiyang Chen, Zhedong Zheng, Wei Ji, Leigang Qu, Tat-Seng Chua
2024ICLRTowards 3D Molecule-Text Interpretation in Language Models.Sihang Li, Zhiyuan Liu, Yanchen Luo, Xiang Wang, Xiangnan He, Kenji Kawaguchi, Tat-Seng Chua, Qi Tian
2024ICMLAuto-Encoding Morph-Tokens for Multimodal LLM.Kaihang Pan, Siliang Tang, Juncheng Li, Zhaoyu Fan, Wei Chow, Shuicheng Yan, Tat-Seng Chua, Yueting Zhuang, Hanwang Zhang
2024ICMLMomentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning.Long Qian, Juncheng Li, Yu Wu, Yaobo Ye, Hao Fei, Tat-Seng Chua, Yueting Zhuang, Siliang Tang
2024ICMLNExT-GPT: Any-to-Any Multimodal LLM.Shengqiong Wu, Hao Fei, Leigang Qu, Wei Ji, Tat-Seng Chua
2024ICMLNExT-Chat: An LMM for Chat, Detection and Segmentation.Ao Zhang, Yuan Yao, Wei Ji, Zhiyuan Liu, Tat-Seng Chua
2024IJCAIA Survey on Neural Question Generation: Methods, Applications, and Prospects.Shasha Guo, Lizi Liao, Cuiping Li, Tat-Seng Chua
2024KDDA Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models.Wenqi Fan, Yujuan Ding, Liangbo Ning, Shijie Wang, Hengyun Li, Dawei Yin, Tat-Seng Chua, Qing Li
2024KDDBridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation.Xinyu Lin, Wenjie Wang, Yongqi Li, Fuli Feng, See-Kiong Ng, Tat-Seng Chua
2024KDDLARP: Language Audio Relational Pre-training for Cold-Start Playlist Continuation.Rebecca Salganik, Xiaohao Liu, Yunshan Ma, Jian Kang, Tat-Seng Chua
2024KSEMAdversary and Attention Guided Knowledge Graph Reasoning Based on Reinforcement Learning.Yanhua Yu, Xiuxiu Cai, Ang Ma, Yimeng Ren, Shuai Zhen, Jie Li, Kangkang Lu, Zhiyong Huang, Tat-Seng Chua
2024KSEMEE-LCE: An Event Extraction Framework Based on LLM-Generated CoT Explanation.Yanhua Yu, Yuanlong Wang, Yunshan Ma, Jie Li, Kangkang Lu, Zhiyong Huang, Tat-Seng Chua
2023AAAIVideo-Audio Domain Generalization via Confounder Disentanglement.Shengyu Zhang, Xusheng Feng, Wenyan Fan, Wenjing Fang, Fuli Feng, Wei Ji, Shuo Li, Li Wang, Shanshan Zhao, Zhou Zhao, Tat-Seng Chua, Fei Wu
2023AAAIFakeSV: A Multimodal Benchmark with Rich Social Context for Fake News Detection on Short Video Platforms.Peng Qi, Yuyan Bu, Juan Cao, Wei Ji, Ruihao Shui, Junbin Xiao, Danding Wang, Tat-Seng Chua
2023AAAIVisually Grounded Commonsense Knowledge Acquisition.Yuan Yao, Tianyu Yu, Ao Zhang, Mengdi Li, Ruobing Xie, Cornelius Weber, Zhiyuan Liu, Hai-Tao Zheng, Stefan Wermter, Tat-Seng Chua, Maosong Sun
2023ACLReasoning Implicit Sentiment with Chain-of-Thought Prompting.Hao Fei, Bobo Li, Qian Liu, Lidong Bing, Fei Li, Tat-Seng Chua
2023ACLScene Graph as Pivoting: Inference-time Image-free Unsupervised Multimodal Machine Translation with Visual Scene Hallucination.Hao Fei, Qian Liu, Meishan Zhang, Min Zhang, Tat-Seng Chua
2023ACLConstructing Code-mixed Universal Dependency Forest for Unbiased Cross-lingual Relation Extraction.Hao Fei, Meishan Zhang, Min Zhang, Tat-Seng Chua
2023ACLTwo Heads Are Better Than One: Improving Fake News Video Detection by Correlating with Neighbors.Peng Qi, Yuyang Zhao, Yufeng Shen, Wei Ji, Juan Cao, Tat-Seng Chua
2023ACLDiaASQ: A Benchmark of Conversational Aspect-based Sentiment Quadruple Analysis.Bobo Li, Hao Fei, Fei Li, Yuhan Wu, Jinsong Zhang, Shengqiong Wu, Jingye Li, Yijiang Liu, Lizi Liao, Tat-Seng Chua, Donghong Ji
2023ACLHypothetical Training for Robust Machine Reading Comprehension of Tabular Context.Moxin Li, Wenjie Wang, Fuli Feng, Hanwang Zhang, Qifan Wang, Tat-Seng Chua
2023ACLInformation Screening whilst Exploiting! Multimodal Relation Extraction with Feature Denoising and Multimodal Topic Modeling.Shengqiong Wu, Hao Fei, Yixin Cao, Lidong Bing, Tat-Seng Chua
2023ACLCross2StrA: Unpaired Cross-lingual Image Captioning with Cross-lingual Cross-modal Structure-pivoted Alignment.Shengqiong Wu, Hao Fei, Wei Ji, Tat-Seng Chua
2023ACLImproving Named Entity Recognition via Bridge-based Domain Adaptation.Jingyun Xu, Changmeng Zheng, Yi Cai, Tat-Seng Chua
2023ACLGenerating Visual Spatial Description via Holistic 3D Scene Understanding.Yu Zhao, Hao Fei, Wei Ji, Jianguo Wei, Meishan Zhang, Min Zhang, Tat-Seng Chua
2023CIKMDiffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction.Kelvin J. L. Koa, Yunshan Ma, Ritchie Ng, Tat-Seng Chua
2023CIKMPopularity-aware Distributionally Robust Optimization for Recommendation System.Jujia Zhao, Wenjie Wang, Xinyu Lin, Leigang Qu, Jizhi Zhang, Tat-Seng Chua
2023CVPRAre Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-based Active Learning.Wei Ji, Renjie Liang, Zhedong Zheng, Wenqiao Zhang, Shengyu Zhang, Juncheng Li, Mengze Li, Tat-Seng Chua
2023EMNLPBeyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators.Liang Chen, Yang Deng, Yatao Bian, Zeyu Qin, Bingzhe Wu, Tat-Seng Chua, Kam-Fai Wong
2023EMNLPPrompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration.Yang Deng, Lizi Liao, Liang Chen, Hongru Wang, Wenqiang Lei, Tat-Seng Chua
2023EMNLPMacLaSa: Multi-Aspect Controllable Text Generation via Efficient Sampling from Compact Latent Space.Hanxing Ding, Liang Pang, Zihao Wei, Huawei Shen, Xueqi Cheng, Tat-Seng Chua
2023EMNLPMolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal Adapter.Zhiyuan Liu, Sihang Li, Yanchen Luo, Hao Fei, Yixin Cao, Kenji Kawaguchi, Xiang Wang, Tat-Seng Chua
2023EMNLPRobust Prompt Optimization for Large Language Models Against Distribution Shifts.Moxin Li, Wenjie Wang, Fuli Feng, Yixin Cao, Jizhi Zhang, Tat-Seng Chua
2023EMNLPA Comprehensive Evaluation of Large Language Models on Legal Judgment Prediction.Ruihao Shui, Yixin Cao, Xiang Wang, Tat-Seng Chua
2023EMNLPLLMDet: A Third Party Large Language Models Generated Text Detection Tool.Kangxi Wu, Liang Pang, Huawei Shen, Xueqi Cheng, Tat-Seng Chua
2023ICCVDiscovering Spatio-Temporal Rationales for Video Question Answering.Yicong Li, Junbin Xiao, Chun Feng, Xiang Wang, Tat-Seng Chua
2023ICCVGradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models.Juncheng Li, Minghe Gao, Longhui Wei, Siliang Tang, Wenqiao Zhang, Mengze Li, Wei Ji, Qi Tian, Tat-Seng Chua, Yueting Zhuang
2023ICLRBoosting Causal Discovery via Adaptive Sample Reweighting.An Zhang, Fangfu Liu, Wenchang Ma, Zhibo Cai, Xiang Wang, Tat-Seng Chua
2023IJCAIA Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects.Yang Deng, Wenqiang Lei, Wai Lam, Tat-Seng Chua
2023KDDFLOOD: A Flexible Invariant Learning Framework for Out-of-Distribution Generalization on Graphs.Yang Liu, Xiang Ao, Fuli Feng, Yunshan Ma, Kuan Li, Tat-Seng Chua, Qing He
2023KDDDiscovering Dynamic Causal Space for DAG Structure Learning.Fangfu Liu, Wenchang Ma, An Zhang, Xiang Wang, Yueqi Duan, Tat-Seng Chua
2023KDDContext-aware Event Forecasting via Graph Disentanglement.Yunshan Ma, Chenchen Ye, Zijian Wu, Xiang Wang, Yixin Cao, Tat-Seng Chua
2022AAAIRethinking the Two-Stage Framework for Grounded Situation Recognition.Meng Wei, Long Chen, Wei Ji, Xiaoyu Yue, Tat-Seng Chua
2022AAAIVideo as Conditional Graph Hierarchy for Multi-Granular Question Answering.Junbin Xiao, Angela Yao, Zhiyuan Liu, Yicong Li, Wei Ji, Tat-Seng Chua
2022ACLLearning to Imagine: Integrating Counterfactual Thinking in Neural Discrete Reasoning.Moxin Li, Fuli Feng, Hanwang Zhang, Xiangnan He, Fengbin Zhu, Tat-Seng Chua
2022CIKMKuaiRec: A Fully-observed Dataset and Insights for Evaluating Recommender Systems.Chongming Gao, Shijun Li, Wenqiang Lei, Jiawei Chen, Biao Li, Peng Jiang, Xiangnan He, Jiaxin Mao, Tat-Seng Chua
2022CVPRInvariant Grounding for Video Question Answering.Yicong Li, Xiang Wang, Junbin Xiao, Wei Ji, Tat-Seng Chua
2022ECCVVideo Graph Transformer for Video Question Answering.Junbin Xiao, Pan Zhou, Tat-Seng Chua, Shuicheng Yan
2022ECCVFine-Grained Scene Graph Generation with Data Transfer.Ao Zhang, Yuan Yao, Qianyu Chen, Wei Ji, Zhiyuan Liu, Maosong Sun, Tat-Seng Chua
2022EMNLPPACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance.Yang Deng, Wenqiang Lei, Wenxuan Zhang, Wai Lam, Tat-Seng Chua
2022EMNLPSemi-supervised New Slot Discovery with Incremental Clustering.Yuxia Wu, Lizi Liao, Xueming Qian, Tat-Seng Chua
2022EMNLPConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction.Weiwen Xu, Yang Deng, Wenqiang Lei, Wenlong Zhao, Tat-Seng Chua, Wai Lam
2022EMNLPPEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models.Yuan Yao, Qianyu Chen, Ao Zhang, Wei Ji, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun
2022EMNLPVideo Question Answering: Datasets, Algorithms and Challenges.Yaoyao Zhong, Wei Ji, Junbin Xiao, Yicong Li, Weihong Deng, Tat-Seng Chua
2022ICLRDiscovering Invariant Rationales for Graph Neural Networks.Yingxin Wu, Xiang Wang, An Zhang, Xiangnan He, Tat-Seng Chua
2022ICMLLet Invariant Rationale Discovery Inspire Graph Contrastive Learning.Sihang Li, Xiang Wang, An Zhang, Yingxin Wu, Xiangnan He, Tat-Seng Chua
2022KDDCrossCBR: Cross-view Contrastive Learning for Bundle Recommendation.Yunshan Ma, Yingzhi He, An Zhang, Xiang Wang, Tat-Seng Chua
2022KDDIntelligent Request Strategy Design in Recommender System.Xufeng Qian, Yue Xu, Fuyu Lv, Shengyu Zhang, Ziwen Jiang, Qingwen Liu, Xiaoyi Zeng, Tat-Seng Chua, Fei Wu
2022KDDCausal Attention for Interpretable and Generalizable Graph Classification.Yongduo Sui, Xiang Wang, Jiancan Wu, Min Lin, Xiangnan He, Tat-Seng Chua
2021AAAIHave We Solved The Hard Problem? It's Not Easy! Contextual Lexical Contrast as a Means to Probe Neural Coherence.Wenqiang Lei, Yisong Miao, Runpeng Xie, Bonnie Webber, Meichun Liu, Tat-Seng Chua, Nancy F. Chen
2021AAAIConceptualized and Contextualized Gaussian Embedding.Chen Qian, Fuli Feng, Lijie Wen, Tat-Seng Chua
2021ACLEmpowering Language Understanding with Counterfactual Reasoning.Fuli Feng, Jizhi Zhang, Xiangnan He, Hanwang Zhang, Tat-Seng Chua
2021ACLHow Knowledge Graph and Attention Help? A Qualitative Analysis into Bag-level Relation Extraction.Zikun Hu, Yixin Cao, Lifu Huang, Tat-Seng Chua
2021ACLTAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance.Fengbin Zhu, Wenqiang Lei, Youcheng Huang, Chao Wang, Shuo Zhang, Jiancheng Lv, Fuli Feng, Tat-Seng Chua
2021CVPRNExT-QA: Next Phase of Question-Answering to Explaining Temporal Actions.Junbin Xiao, Xindi Shang, Angela Yao, Tat-Seng Chua
2021CVPRFew-Shot 3D Point Cloud Semantic Segmentation.Na Zhao, Tat-Seng Chua, Gim Hee Lee
2021KDDDeconfounded Recommendation for Alleviating Bias Amplification.Wenjie Wang, Fuli Feng, Xiangnan He, Xiang Wang, Tat-Seng Chua
2020AAAISolving Sequential Text Classification as Board-Game Playing.Chen Qian, Fuli Feng, Lijie Wen, Zhenpeng Chen, Li Lin, Yanan Zheng, Tat-Seng Chua
2020AAAIZero-Shot Ingredient Recognition by Multi-Relational Graph Convolutional Network.Jingjing Chen, Liangming Pan, Zhipeng Wei, Xiang Wang, Chong-Wah Ngo, Tat-Seng Chua
2020AAAIMulti-Source Domain Adaptation for Visual Sentiment Classification.Chuang Lin, Sicheng Zhao, Lei Meng, Tat-Seng Chua
2020AAAIPEIA: Personality and Emotion Integrated Attentive Model for Music Recommendation on Social Media Platforms.Tiancheng Shen, Jia Jia, Yan Li, Yihui Ma, Yaohua Bu, Hanjie Wang, Bo Chen, Tat-Seng Chua, Wendy Hall
2020AAAIImage Enhanced Event Detection in News Articles.Meihan Tong, Shuai Wang, Yixin Cao, Bin Xu, Juanzi Li, Lei Hou, Tat-Seng Chua
2020AAAIHeuristic Black-Box Adversarial Attacks on Video Recognition Models.Zhipeng Wei, Jingjing Chen, Xingxing Wei, Linxi Jiang, Tat-Seng Chua, Fengfeng Zhou, Yu-Gang Jiang
2020AAAIMining Unfollow Behavior in Large-Scale Online Social Networks via Spatial-Temporal Interaction.Haozhe Wu, Zhiyuan Hu, Jia Jia, Yaohua Bu, Xiangnan He, Tat-Seng Chua
2020ACLExpertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen.Yixin Cao, Ruihao Shui, Liangming Pan, Min-Yen Kan, Zhiyuan Liu, Tat-Seng Chua
2020ACLSemantic Graphs for Generating Deep Questions.Liangming Pan, Yuxi Xie, Yansong Feng, Tat-Seng Chua, Min-Yen Kan
2020CVPRHyperbolic Visual Embedding Learning for Zero-Shot Recognition.Shaoteng Liu, Jingjing Chen, Liangming Pan, Chong-Wah Ngo, Tat-Seng Chua, Yu-Gang Jiang
2020CVPRSESS: Self-Ensembling Semi-Supervised 3D Object Detection.Na Zhao, Tat-Seng Chua, Gim Hee Lee
2020ECCVVisual Relation Grounding in Videos.Junbin Xiao, Xindi Shang, Xun Yang, Sheng Tang, Tat-Seng Chua
2020EMNLPRe-examining the Role of Schema Linking in Text-to-SQL.Wenqiang Lei, Weixin Wang, Zhixin Ma, Tian Gan, Wei Lu, Min-Yen Kan, Tat-Seng Chua
2020EMNLPExploring and Evaluating Attributes, Values, and Structures for Entity Alignment.Zhiyuan Liu, Yixin Cao, Liangming Pan, Juanzi Li, Tat-Seng Chua
2020IJCNLPLearning Goal-oriented Dialogue Policy with opposite Agent Awareness.Zheng Zhang, Lizi Liao, Xiaoyan Zhu, Tat-Seng Chua, Zitao Liu, Yan Huang, Minlie Huang
2020ICPRPS2-Net: A Locally and Globally Aware Network for Point-Based Semantic Segmentation.Na Zhao, Tat-Seng Chua, Gim Hee Lee
2020KDDInteractive Path Reasoning on Graph for Conversational Recommendation.Wenqiang Lei, Gangyi Zhang, Xiangnan He, Yisong Miao, Xiang Wang, Liang Chen, Tat-Seng Chua
2020MMMCrowd Knowledge Enhanced Multimodal Conversational Assistant in Travel Domain.Lizi Liao, Lyndon Kennedy, Lynn Wilcox, Tat-Seng Chua
2019AAAIA Whole New Ball Game: Harvesting Game Data for Player Profiling.Ivan Samborskii, Aleksandr Farseev, Andrey Filchenkov, Tat-Seng Chua
2019AAAIExplainable Reasoning over Knowledge Graphs for Recommendation.Xiang Wang, Dingxian Wang, Canran Xu, Xiangnan He, Yixin Cao, Tat-Seng Chua
2019AAAITransNFCM: Translation-Based Neural Fashion Compatibility Modeling.Xun Yang, Yunshan Ma, Lizi Liao, Meng Wang, Tat-Seng Chua
2019ACLMulti-Channel Graph Neural Network for Entity Alignment.Yixin Cao, Zhiyuan Liu, Chengjiang Li, Zhiyuan Liu, Juanzi Li, Tat-Seng Chua
2019ACLGraph Neural Networks with Generated Parameters for Relation Extraction.Hao Zhu, Yankai Lin, Zhiyuan Liu, Jie Fu, Tat-Seng Chua, Maosong Sun
2019BMVCGenerating Expensive Relationship Features from Cheap Objects.Xiaogang Wang, Qianru Sun, Tat-Seng Chua, Marcelo H. Ang Jr.
2019CIKMLearning and Reasoning on Graph for Recommendation.Xiang Wang, Xiangnan He, Tat-Seng Chua
2019CVPRMeta-Transfer Learning for Few-Shot Learning.Qianru Sun, Yaoyao Liu, Tat-Seng Chua, Bernt Schiele
2019EMNLPLow-Resource Name Tagging Learned with Weakly Labeled Data.Yixin Cao, Zikun Hu, Tat-Seng Chua, Zhiyuan Liu, Heng Ji
2019EMNLPRevisit Automatic Error Detection for Wrong and Missing Translation - A Supervised Approach.Wenqiang Lei, Weiwen Xu, Ai Ti Aw, Yuanxin Xiang, Tat-Seng Chua
2019EMNLPSemi-supervised Entity Alignment via Joint Knowledge Embedding Model and Cross-graph Model.Chengjiang Li, Yixin Cao, Lei Hou, Jiaxin Shi, Juanzi Li, Tat-Seng Chua
2019ICDENeural Multi-task Recommendation from Multi-behavior Data.Chen Gao, Xiangnan He, Dahua Gan, Xiangning Chen, Fuli Feng, Yong Li, Tat-Seng Chua, Depeng Jin
2019IJCAIEnhancing Stock Movement Prediction with Adversarial Training.Fuli Feng, Huimin Chen, Xiangnan He, Ji Ding, Maosong Sun, Tat-Seng Chua
2019KDDKGAT: Knowledge Graph Attention Network for Recommendation.Xiang Wang, Xiangnan He, Yixin Cao, Meng Liu, Tat-Seng Chua
2018EMNLPTemporally Grounding Natural Sentence in Video.Jingyuan Chen, Xinpeng Chen, Lin Ma, Zequn Jie, Tat-Seng Chua
2018IJCAIOuter Product-based Neural Collaborative Filtering.Xiangnan He, Xiaoyu Du, Xiang Wang, Feng Tian, Jinhui Tang, Tat-Seng Chua
2018IJCAIImproving Implicit Recommender Systems with View Data.Jingtao Ding, Guanghui Yu, Xiangnan He, Yuhan Quan, Yong Li, Tat-Seng Chua, Depeng Jin, Jiajie Yu
2018IJCAICross-Domain Depression Detection via Harvesting Social Media.Tiancheng Shen, Jia Jia, Guangyao Shen, Fuli Feng, Xiangnan He, Huanbo Luan, Jie Tang, Thanassis Tiropanis, Tat-Seng Chua, Wendy Hall
2018IJCAIQuality Matters: Assessing cQA Pair Quality via Transductive Multi-View Learning.Xiaochi Wei, Heyan Huang, Liqiang Nie, Fuli Feng, Richang Hong, Tat-Seng Chua
2018IJCAIAffective Image Content Analysis: A Comprehensive Survey.Sicheng Zhao, Guiguang Ding, Qingming Huang, Tat-Seng Chua, Bjrn W. Schuller, Kurt Keutzer
2018MMMVenue Prediction for Social Images by Exploiting Rich Temporal Patterns in LBSNs.Jingyuan Chen, Xiangnan He, Xuemeng Song, Hanwang Zhang, Liqiang Nie, Tat-Seng Chua
2018MMMFood Photo Recognition for Dietary Tracking: System and Experiment.Zhaoyan Ming, Jingjing Chen, Yu Cao, Ciarn Forde, Chong-Wah Ngo, Tat-Seng Chua
2018MMMRethinking Summarization and Storytelling for Modern Social Multimedia.Stevan Rudinac, Tat-Seng Chua, Nicols E. Daz Ferreyra, Gerald Friedland, Tatjana Gornostaja, Benoit Huet, Rianne Kaptein, Krister Lindn, Marie-Francine Moens, Jaakko Peltonen, Miriam Redi, Markus Schedl, David A. Shamma, Alan F. Smeaton, Lexing Xie
2017AAAITowards User Personality Profiling from Multiple Social Networks.Kseniya Buraya, Aleksandr Farseev, Andrey Filchenkov, Tat-Seng Chua
2017AAAITweetFit: Fusing Multiple Social Media and Sensor Data for Wellness Profile Learning.Aleksandr Farseev, Tat-Seng Chua
2017ACIIDiscovering gender differences in facial emotion recognition via implicit behavioral cues.Maneesh Bilalpur, Seyed Mostafa Kia, Tat-Seng Chua, Ramanathan Subramanian
2017CVPRSCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning.Long Chen, Hanwang Zhang, Jun Xiao, Liqiang Nie, Jian Shao, Wei Liu, Tat-Seng Chua
2017CVPRVisual Translation Embedding Network for Visual Relation Detection.Hanwang Zhang, Zawlin Kyaw, Shih-Fu Chang, Tat-Seng Chua
2017ICMIGender and emotion recognition with implicit user signals.Maneesh Bilalpur, Seyed Mostafa Kia, Manisha Chawla, Tat-Seng Chua, Ramanathan Subramanian
2017IJCAIRepresentativeness-aware Aspect Analysis for Brand Monitoring in Social Media.Lizi Liao, Xiangnan He, Zhaochun Ren, Liqiang Nie, Huan Xu, Tat-Seng Chua
2017IJCAIDepression Detection via Harvesting Social Media: A Multimodal Dictionary Learning Solution.Guangyao Shen, Jia Jia, Liqiang Nie, Fuli Feng, Cunjun Zhang, Tianrui Hu, Tat-Seng Chua, Wenwu Zhu
2017IJCAIAttentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks.Jun Xiao, Hao Ye, Xiangnan He, Hanwang Zhang, Fei Wu, Tat-Seng Chua
2016AAAIFrom Tweets to Wellness: Wellness Event Detection from Twitter Streams.Mohammad Akbari, Xia Hu, Liqiang Nie, Tat-Seng Chua
2016AAAIDiscrete Image Hashing Using Large Weakly Annotated Photo Collections.Hanwang Zhang, Na Zhao, Xindi Shang, Huan-Bo Luan, Tat-Seng Chua
2016ACLGenerative Topic Embedding: a Continuous Representation of Documents.Shaohua Li, Tat-Seng Chua, Jun Zhu, Chunyan Miao
2016CVPROnline Collaborative Learning for Open-Vocabulary Visual Classifiers.Hanwang Zhang, Xindi Shang, Wenzhuo Yang, Huan Xu, Huan-Bo Luan, Tat-Seng Chua
2016IJCAIDrMAD: Distilling Reverse-Mode Automatic Differentiation for Optimizing Hyperparameters of Deep Neural Networks.Jie Fu, Hongyin Luo, Jiashi Feng, Kian Hsiang Low, Tat-Seng Chua
2016IJCAIWhat Does Social Media Say about Your Stress?.Huijie Lin, Jia Jia, Liqiang Nie, Guangyao Shen, Tat-Seng Chua
2016MMMMental Visual Browsing.Jun He, Xindi Shang, Hanwang Zhang, Tat-Seng Chua
2016MMMDeep Learning Generic Features for Cross-Media Retrieval.Xindi Shang, Hanwang Zhang, Tat-Seng Chua
2016MMMSmart Ambient Sound Analysis via Structured Statistical Modeling.Jialie Shen, Liqiang Nie, Tat-Seng Chua
2015AAAITopical Word Embeddings.Yang Liu, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun
2015AAAIExploring Key Concept Paraphrasing Based on Pivot Language Translation for Question Retrieval.Weinan Zhang, Zhaoyan Ming, Yu Zhang, Ting Liu, Tat-Seng Chua
2015ICCVLearning Image and User Features for Recommendation in Social Networks.Xue Geng, Hanwang Zhang, Jingwen Bian, Tat-Seng Chua
2015IJCAIInterest Inference via Structure-Constrained Multi-Source Multi-Task Learning.Xuemeng Song, Liqiang Nie, Luming Zhang, Maofu Liu, Tat-Seng Chua
2015IJCAICatch the Black Sheep: Unified Framework for Shilling Attack Detection Based on Fraudulent Action Propagation.Yongfeng Zhang, Yunzhi Tan, Min Zhang, Yiqun Liu, Tat-Seng Chua, Shaoping Ma
2015MICCAIDiscriminative Feature Selection for Multiple Ocular Diseases Classification by Sparse Induced Graph Regularized Group Lasso.Xiangyu Chen, Yanwu Xu, Shuicheng Yan, Tat-Seng Chua, Damon Wing Kee Wong, Tien Yin Wong, Jiang Liu
2015MMMMultimedia Social Event Detection in Microblog.Yue Gao, Sicheng Zhao, Yang Yang, Tat-Seng Chua
2014AAAIUser Intent Identification from Online Discussions Using a Joint Aspect-Action Topic Model.Ghasem Heyrani-Nobari, Tat-Seng Chua
2014CIKMA Dynamic Reconstruction Approach to Topic Summarization of User-Generated-Content.Zhaoyan Ming, Jintao Ye, Tat-Seng Chua
2014CIKMCustomized Organization of Social Media Contents using Focused Topic Hierarchy.Xingwei Zhu, Zhaoyan Ming, Yu Hao, Xiaoyan Zhu, Tat-Seng Chua
2013AAAIA Pattern Matching Based Model for Implicit Opinion Question Identification.Hadi Amiri, Zheng-Jun Zha, Tat-Seng Chua
2013AAAIFrom Interest to Function: Location Estimation in Social Media.Yan Chen, Jichang Zhao, Xia Hu, Xiaoming Zhang, Zhoujun Li, Tat-Seng Chua
2013CIKMMultimedia summarization for trending topics in microblogs.Jingwen Bian, Yang Yang, Tat-Seng Chua
2013MMMHyperspectral Image Classification by Using Pixel Spatial Correlation.Yue Gao, Tat-Seng Chua
2013MMMUntitled recordHuan-Bo Luan, Dejun Hou, Tat-Seng Chua
2013MMMRobust Semantic Video Indexing by Harvesting Web Images.Yang Yang, Zheng-Jun Zha, Heng Tao Shen, Tat-Seng Chua
2012ACLCommunity Answer Summarization for Multi-Sentence Question with Group L1 Regularization.Wen Chan, Xiangdong Zhou, Wei Wang, Tat-Seng Chua
2012CIKMMining sentiment terminology through time.Hadi Amiri, Tat-Seng Chua
2012CIKMAutomatic labeling hierarchical topics.Xianling Mao, Zhaoyan Ming, Zheng-Jun Zha, Tat-Seng Chua, Hongfei Yan, Xiaoming Li
2012COLINGA Semi-Supervised Bayesian Network Model for Microblog Topic Classification.Yan Chen, Zhoujun Li, Liqiang Nie, Xia Hu, Xiangyu Wang, Tat-Seng Chua, Xiaoming Zhang
2012COLINGThe Use of Dependency Relation Graph to Enhance the Term Weighting in Question Retrieval.Weinan Zhang, Zhaoyan Ming, Yu Zhang, Liqiang Nie, Ting Liu, Tat-Seng Chua
2012CVPRRobust Non-negative Graph Embedding: Towards noisy data, unreliable graphs, and noisy labels.Hanwang Zhang, Zheng-Jun Zha, Shuicheng Yan, Meng Wang, Tat-Seng Chua
2012EMNLPSSHLDA: A Semi-Supervised Hierarchical Topic Model.Xianling Mao, Zhaoyan Ming, Tat-Seng Chua, Si Li, Hongfei Yan, Xiaoming Li
2012EMNLPAnswering Opinion Questions on Products by Exploiting Hierarchical Organization of Consumer Reviews.Jianxing Yu, Zheng-Jun Zha, Tat-Seng Chua
2012MMMVideo Browser Showdown by NUS.Jin Yuan, Huan-Bo Luan, Dejun Hou, Han Zhang, Yan-Tao Zheng, Zheng-Jun Zha, Tat-Seng Chua
2012MMMOn Video Recommendation over Social Network.Xiaojian Zhao, Jin Yuan, Richang Hong, Meng Wang, Zhoujun Li, Tat-Seng Chua
2011ACLAspect Ranking: Identifying Important Product Aspects from Online Consumer Reviews.Jianxing Yu, Zheng-Jun Zha, Meng Wang, Tat-Seng Chua
2011EMNLPDomain-Assisted Product Aspect Hierarchy Generation: Towards Hierarchical Organization of Unstructured Consumer Reviews.Jianxing Yu, Zheng-Jun Zha, Meng Wang, Kai Wang, Tat-Seng Chua
2011ICCVMulti-label visual classification with label exclusive context.Xiangyu Chen, Xiao-Tong Yuan, Qiang Chen, Shuicheng Yan, Tat-Seng Chua
2011ISMAffective Video Summarization and Story Board Generation Using Pupillary Dilation and Eye Gaze.Harish Katti, Karthik Yadati, Mohan S. Kankanhalli, Tat-Seng Chua
2011MMMGenerating Representative Views of Landmarks via Scenic Theme Detection.Yi-Liang Zhao, Yan-Tao Zheng, Xiangdong Zhou, Tat-Seng Chua
2011MMMMining Travel Patterns from GPS-Tagged Photos.Yan-Tao Zheng, Yiqun Li, Zheng-Jun Zha, Tat-Seng Chua
2010CIKMExploring domain-specific term weight in archived question search.Zhaoyan Ming, Tat-Seng Chua, Gao Cong
2010COLINGExploiting Salient Patterns for Question Detection and Question Retrieval in Community-based Question Answering.Kai Wang, Tat-Seng Chua
2010COLINGAutomatic Generation of Semantic Fields for Annotating Web Images.Gang Wang, Tat-Seng Chua, Chong-Wah Ngo, Yongcheng Wang
2010CVPRSemantic context modeling with maximal margin Conditional Random Fields for automatic image annotation.Yu Xiang, Xiangdong Zhou, Zuotao Liu, Tat-Seng Chua, Chong-Wah Ngo
2010ECCVAn Eye Fixation Database for Saliency Detection in Images.Subramanian Ramanathan, Harish Katti, Nicu Sebe, Mohan S. Kankanhalli, Tat-Seng Chua
2010MMMVideo Reference: A Video Question Answering Engine.Lei Gao, Guangda Li, Yantao Zheng, Richang Hong, Tat-Seng Chua
2010MMMMediapedia: Mining Web Knowledge to Construct Multimedia Encyclopedia.Richang Hong, Jinhui Tang, Zheng-Jun Zha, Zhiping Luo, Tat-Seng Chua
2010MMMLearning Cooking Techniques from YouTube.Guangda Li, Richang Hong, Yantao Zheng, Shuicheng Yan, Tat-Seng Chua
2010MMMEstimating Poses of World's Photos with Geographic Metadata.Zhiping Luo, Haojie Li, Jinhui Tang, Richang Hong, Tat-Seng Chua
2010MMMVDictionary: Automatically Generate Visual Dictionary via Wikimedias.Yanling Wu, Mei Wang, Guangda Li, Zhiping Luo, Tat-Seng Chua, Xumin Liu
2009ACLSummarizing Definition from Wikipedia.Shiren Ye, Tat-Seng Chua, Jie Lu
2009ACLQuery Segmentation Based on Eigenspace Similarity.Chao Zhang, Nan Sun, Xia Hu, Tingzhu Huang, Tat-Seng Chua
2009CIKMExploiting internal and external semantics for the clustering of short texts using world knowledge.Xia Hu, Nan Sun, Chao Zhang, Tat-Seng Chua
2009CVPRHierarchical spatio-temporal context modeling for action recognition.Ju Sun, Xiao Wu, Shuicheng Yan, Loong Fah Cheong, Tat-Seng Chua, Jintao Li
2009CVPRA revisit of Generative Model for Automatic Image Annotation using Markov Random Fields.Yu Xiang, Xiangdong Zhou, Tat-Seng Chua, Chong-Wah Ngo
2009CVPRTour the world: Building a web-scale landmark recognition engine.Yantao Zheng, Ming Zhao, Yang Song, Hartwig Adam, Ulrich Buddemeier, Alessandro Bissacco, Fernando Brucher, Tat-Seng Chua, Hartmut Neven
2009ICMLDomain adaptation from multiple sources via auxiliary classifiers.Lixin Duan, Ivor W. Tsang, Dong Xu, Tat-Seng Chua
2009ICMLAn efficient sparse metric learning in high-dimensional space viaGuo-Jun Qi, Jinhui Tang, Zheng-Jun Zha, Tat-Seng Chua, Hong-Jiang Zhang
2009MMMMultimedia Evidence Fusion for Video Concept Detection via OWA Operator.Ming Li, Yantao Zheng, Shouxun Lin, Yong-Dong Zhang, Tat-Seng Chua
2009MMMAdaptive Model for Integrating Different Types of Associated Texts for Automated Annotation of Web Images.Hongtao Xu, Xiangdong Zhou, Lan Lin, Mei Wang, Tat-Seng Chua
2008CVPRVisual Synset: Towards a higher-level visual representation.Yantao Zheng, Ming Zhao, Shi-Yong Neo, Tat-Seng Chua, Qi Tian
2008IJCNLPModeling Context in Scenario Template Creation.Long Qiu, Min-Yen Kan, Tat-Seng Chua
2008MMMObject-Based Image Retrieval Beyond Visual Appearances.Yantao Zheng, Shi-Yong Neo, Tat-Seng Chua, Qi Tian
2007ACLA Multi-resolution Framework for Information Extraction from Free Text.Mstislav Maslennikov, Tat-Seng Chua
2007MMMFusion of Region and Image-Based Techniques for Automatic Image Annotation.Yang Xiao, Tat-Seng Chua, Chin-Hui Lee
2007MMMOntology-Based Annotation of Paintings Using Transductive Inference Framework.Yelizaveta Marchenko, Tat-Seng Chua, Ramesh C. Jain
2006ACLARE: Instance Splitting Strategies for Dependency Relation-Based Information Extraction.Mstislav Maslennikov, Hai-Kiat Goh, Tat-Seng Chua
2006EMNLPParaphrase Recognition via Dissimilarity Significance Classification.Long Qiu, Min-Yen Kan, Tat-Seng Chua
2006MMMMulti-faceted contextual model for person identification in news video.Ming Zhao, Shi-Yong Neo, Hai-Kiat Goh, Tat-Seng Chua
2005ICASSPCombining text and audio-visual features in video indexing.Shih-Fu Chang, R. Manmatha, Tat-Seng Chua
2005MMMRetrieval of News Video Using Video Sequence Matching.Young-tae Kim, Tat-Seng Chua
2005MMMA Novel Approach to Auto Image Annotation Based on Pairwise Constrained Clustering and Semi-Nave Bayesian Model.Rui Shi, Wanjun Jin, Tat-Seng Chua
2004COLINGCascading Use of Soft and Hard Matching Pattern Rules for Weakly Supervised Information Extraction.Jing Xiao, Tat-Seng Chua, Hang Cui
2004COLINGWeb-based List Question Answering.Hui Yang, Tat-Seng Chua
2004ICMLA MFoM learning approach to robust multiclass multi-label text categorization.Sheng Gao, Wen Wu, Chin-Hui Lee, Tat-Seng Chua
2004LRECA Public Reference Implementation of the RAP Anaphora Resolution Algorithm.Long Qiu, Min-Yen Kan, Tat-Seng Chua
2004MMMA Learning-based Approach for Annotating Large On-Line Image Collection.HuaMin Feng, Tat-Seng Chua
2003ACLExtracting Key Semantic Terms from Chinese Speech Query for Web Searches.Gang Wang, Tat-Seng Chua, Yongcheng Wang
2003CGIA Framework to Customize a Face Model for Reusing Animation.Kaicheng Zhang, Zhiyong Huang, Tat-Seng Chua
2003CGIAutomatic Tracking of Face Sequences in MPEG Video.Yunlong Zhao, Tat-Seng Chua
2003EACLQUALIFIER: Question Answering by Lexical Fabric and External Resources.Hui Yang, Tat-Seng Chua
2003ECIRHierarchical Indexing and Flexible Element Retrieval for Structured Document.Hang Cui, Ji-Rong Wen, Tat-Seng Chua
2003ICASSPAn unified framework for shot boundary detection via active learning.Tat-Seng Chua, HuaMin Feng, A. Chandrashekhara
2003ICIPFractional scaling of image and video in DCT domain.Yunlong Zhao, Mohan S. Kankanhalli, Tat-Seng Chua
2003ICTAIA Global Rule Induction Approach to Information Extraction.Jing Xiao, Tat-Seng Chua, Jimin Liu
2003MMMATMRA: An Automatic Temporal Multi-resolution Analysis Framework for Shot Boundary Detection.HuaMin Feng, A. Chandrashekhara, Tat-Seng Chua
2002AAAILearning Pattern Rules for Chinese Named Entity Extraction.Tat-Seng Chua, Jimin Liu
2002COLINGAn Agent-based Approach to Chinese Named Entity Recognition.Shiren Ye, Tat-Seng Chua, Jimin Liu
2002InterspeechWeighted graph based decision tree optimization for high accuracy acoustic modeling.Sheng Gao, Jinsong Zhang, Satoshi Nakamura, Chin-Hui Lee, Tat-Seng Chua
2001ACLBuilding Semantic Perceptron Net for Topic Spotting.Jimin Liu, Tat-Seng Chua
1998MMMRelevance Feedback Techniques for Color-based Image Retrieval.Tat-Seng Chua, Wai-Chee Low, Chun-Xin Chu
1997DASFAAOn Video-on-Demand sSrvers with Hierarchical Storage.Kian-Lee Tan, Beng Chin Ooi, Tat-Seng Chua
1996MMMUsing Domain Knowledge in Querying Image Databases.Tat-Seng Chua, Kah-Choo Teo, Beng Chin Ooi, Kian-Lee Tan