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Viewing Publication 1 - 100 from 788

2025

Grammar induction from visual, speech and textYu Zhao 0043, Hao Fei 0001, Shengqiong Wu, Meishan Zhang, Min Zhang 0005, Tat-Seng Chua. ai, 341:104306, 2025. [doi]

LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge GraphTu Ao, Yanhua Yu, Yuling Wang, Yang Deng, Zirui Guo, Liang Pang, Pinghui Wang, Tat-Seng Chua, Xiao Zhang, Zhen Cai. AAAI 2025: 23424-23432 [doi]

Domain-aware Multimodal Dialog Systems with Distribution-based User Characteristic ModelingXiaolin Chen, Xuemeng Song, Jianhui Zuo, Yinwei Wei, Liqiang Nie, Tat-Seng Chua. tomccap, 21(2), February 2025. [doi]

Revisiting Conversation Discourse for Dialogue DisentanglementBobo Li, Hao Fei 0001, Fei Li 0021, Shengqiong Wu, Lizi Liao, Yinwei Wei, Tat-Seng Chua, Donghong Ji. tois, 43(1), January 2025. [doi]

PSVMA+: Exploring Multi-Granularity Semantic-Visual Adaption for Generalized Zero-Shot LearningMan Liu, Huihui Bai 0001, Feng Li 0037, Chunjie Zhang, Yunchao Wei, Meng Wang 0001, Tat-Seng Chua, Yao Zhao 0001. pami, 47(1):51-66, January 2025. [doi]

Fine-tuning Multimodal Large Language Models for Product BundlingXiaohao Liu, Jie Wu, Zhulin Tao, Yunshan Ma, Yinwei Wei, Tat-Seng Chua. kdd 2025: 848-858 [doi]

Attend and Enrich: Enhanced Visual Prompt for Zero-Shot LearningMan Liu, Huihui Bai 0001, Feng Li, Chunjie Zhang, Yunchao Wei, Tat-Seng Chua, Yao Zhao. AAAI 2025: 5504-5512 [doi]

Optimize Incompatible Parameters Through Compatibility-aware Knowledge IntegrationZheqi Lv, Keming Ye, Zishu Wei, Qi Tian 0001, Shengyu Zhang 0001, Wenqiao Zhang, Wenjie Wang 0007, Kun Kuang, Tat-Seng Chua, Fei Wu 0001. AAAI 2025: 19233-19241 [doi]

Combating Multimodal LLM Hallucination via Bottom-Up Holistic ReasoningShengqiong Wu, Hao Fei, Liangming Pan, William Yang Wang, Shuicheng Yan, Tat-Seng Chua. AAAI 2025: 8460-8468 [doi]

Aligning Large Language Models for Faithful Integrity Against Opposing ArgumentYong Zhao, Yang Deng 0002, See-Kiong Ng, Tat-Seng Chua. AAAI 2025: 27748-27756 [doi]

2024

Distillation Enhanced Generative RetrievalYongqi Li 0001, Zhen Zhang, Wenjie Wang 0007, Liqiang Nie, Wenjie Li 0002, Tat-Seng Chua. acl 2014: 11119-11129 [doi]

Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and BeyondYongqi Li 0001, Wenjie Wang 0007, Leigang Qu, Liqiang Nie, Wenjie Li 0002, Tat-Seng Chua. acl 2024: 11851-11861 [doi]

Dysen-VDM: Empowering Dynamics-Aware Text-to-Video Diffusion with LLMsHao Fei 0001, Shengqiong Wu, Wei Ji 0008, Hanwang Zhang, Tat-Seng Chua. cvpr 2024: 7641-7653 [doi]

Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, EditingHao Fei 0001, Shengqiong Wu, Hanwang Zhang, Tat-Seng Chua, Shuicheng Yan. nips 2024: [doi]

ProtT3: Protein-to-Text Generation for Text-based Protein UnderstandingZhiyuan Liu 0001, An Zhang 0003, Hao Fei 0001, Enzhi Zhang, Xiang Wang 0010, Kenji Kawaguchi, Tat-Seng Chua. acl 2024: 5949-5966 [doi]

Enhancing Video-Language Representations With Structural Spatio-Temporal AlignmentHao Fei 0001, Shengqiong Wu, Meishan Zhang, Min Zhang 0005, Tat-Seng Chua, Shuicheng Yan. pami, 46(12):7701-7719, December 2024. [doi]

Causal Distillation for Alleviating Performance Heterogeneity in Recommender SystemsShengyu Zhang 0001, Ziqi Jiang, Jiangchao Yao, Fuli Feng, Kun Kuang, Zhou Zhao, Shuo Li, Hongxia Yang, Tat-Seng Chua, Fei Wu 0001. tkde, 36(2):459-474, February 2024. [doi]

SLED: Structure Learning based Denoising for RecommendationShengyu Zhang 0001, Tan Jiang, Kun Kuang, Fuli Feng, Jin Yu, Jianxin Ma, Zhou Zhao, Jianke Zhu, Hongxia Yang, Tat-Seng Chua, Fei Wu 0001. tois, 42(2), March 2024. [doi]

Don't Just Say "I don't know"! Self-aligning Large Language Models for Responding to Unknown Questions with ExplanationsYang Deng 0002, Yong Zhao, Moxin Li, See-Kiong Ng, Tat-Seng Chua. emnlp 2024: 13652-13673 [doi]

On the Multi-turn Instruction Following for Conversational Web AgentsYang Deng 0002, Xuan Zhang, Wenxuan Zhang, Yifei Yuan 0002, See-Kiong Ng, Tat-Seng Chua. acl 2024: 8795-8812 [doi]

Plug-and-Play Policy Planner for Large Language Model Powered Dialogue AgentsYang Deng 0002, Wenxuan Zhang, Wai Lam, See-Kiong Ng, Tat-Seng Chua. iclr 2024: [doi]

ROGER: Ranking-Oriented Generative RetrievalYujia Zhou 0002, Jing Yao, Zhicheng Dou, Yiteng Tu, Ledell Wu, Tat-Seng Chua, Ji-Rong Wen. tois, 42(6), November 2024. [doi]

Robust Collaborative Filtering to Popularity Distribution ShiftAn Zhang 0003, Wenchang Ma, Jingnan Zheng, Xiang Wang 0010, Tat-Seng Chua. tois, 42(3), May 2024. [doi]

Large Language Model Powered Agents for Information RetrievalAn Zhang 0003, Yang Deng 0002, Yankai Lin, Xu Chen 0017, Ji-Rong Wen, Tat-Seng Chua. sigir 2024: 2989-2992 [doi]

Disentangling Masked Autoencoders for Unsupervised Domain GeneralizationAn Zhang 0003, Han Wang, Xiang Wang 0010, Tat-Seng Chua. eccv 2025: 126-151 [doi]

On Generative Agents in RecommendationAn Zhang 0003, Yuxin Chen, Leheng Sheng, Xiang Wang, Tat-Seng Chua. sigir 2024: 1807-1817 [doi]

LASO: Language-Guided Affordance Segmentation on 3D ObjectYicong Li 0004, Na Zhao, Junbin Xiao, Chun Feng, Xiang Wang 0010, Tat-Seng Chua. cvpr 2024: 14251-14260 [doi]

Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative InstructionsJuncheng Li 0006, Kaihang Pan, Zhiqi Ge, Minghe Gao, Wei Ji 0008, Wenqiao Zhang, Tat-Seng Chua, Siliang Tang, Hanwang Zhang, Yueting Zhuang. iclr 2024: [doi]

Causal Disentangled Recommendation against User Preference ShiftsWenjie Wang 0007, Xinyu Lin, Liuhui Wang, Fuli Feng, Yunshan Ma, Tat-Seng Chua. tois, 42(1), January 2024. [doi]

Learnable Item Tokenization for Generative RecommendationWenjie Wang 0007, Honghui Bao, Xinyu Lin, Jizhi Zhang, Yongqi Li 0001, Fuli Feng, See-Kiong Ng, Tat-Seng Chua. CIKM 2024: 2400-2409 [doi]

A Study of Implicit Ranking Unfairness in Large Language ModelsChen Xu 0010, Wenjie Wang 0007, Yuxin Li, Liang Pang, Jun Xu 0001, Tat-Seng Chua. emnlp 2024: 7957-7970 [doi]

A Taxation Perspective for Fair Re-rankingChen Xu 0010, Xiaopeng Ye, Wenjie Wang, Liang Pang, Jun Xu 0001, Tat-Seng Chua. sigir 2024: 1494-1503 [doi]

CPT: Colorful Prompt Tuning for pre-trained vision-language modelsYuan Yao 0011, Ao Zhang, Zhengyan Zhang, Zhiyuan Liu 0001, Tat-Seng Chua, Maosong Sun 0001. aiopen, 5:30-38, 2024. [doi]

Causal-driven Large Language Models with Faithful Reasoning for Knowledge Question AnsweringJiawei Wang 0025, Da Cao, Shaofei Lu, Zhanchang Ma, Junbin Xiao, Tat-Seng Chua. mm 2024: 4331-4340 [doi]

Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty RegularizationYiyang Chen, Zhedong Zheng, Wei Ji 0008, Leigang Qu, Tat-Seng Chua. iclr 2024: [doi]

STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational AgentsYue Chen, Chen Huang, Yang Deng 0002, Wenqiang Lei, Dingnan Jin, Jia Liu, Tat-Seng Chua. acl 2014: 10633-10649 [doi]

On Softmax Direct Preference Optimization for RecommendationYuxin Chen, Junfei Tan, An Zhang 0003, Zhengyi Yang 0007, Leheng Sheng, Enzhi Zhang, Xiang Wang 0010, Tat-Seng Chua. nips 2024: [doi]

Towards Natural Language-Guided Drones: GeoText-1652 Benchmark with Spatial Relation MatchingMeng Chu, Zhedong Zheng, Wei Ji 0008, Tingyu Wang, Tat-Seng Chua. eccv 2025: 213-231 [doi]

The ACM Web Conference 2024 ReportTat-Seng Chua, Chong-Wah Ngo, Ravi Kumar 0001, Hady W. Lauw, Dick C. A. Bulterman. sigweb, 2024(Summer):1-5, 2024. [doi]

Towards Human-centered Proactive Conversational AgentsYang Deng, Lizi Liao, Zhonghua Zheng, Grace Hui Yang, Tat-Seng Chua. sigir 2024: 807-818 [doi]

Learning to Double-Check Model Prediction From a Causal PerspectiveXun Deng, Fuli Feng, Xiang Wang 0010, Xiangnan He 0001, Hanwang Zhang, Tat-Seng Chua. tnn, 35(4):5054-5063, April 2024. [doi]

Large Language Model Powered Agents in the WebYang Deng, An Zhang 0003, Yankai Lin, Xu Chen, Ji-Rong Wen, Tat-Seng Chua. WWW 2024: 1242-1245 [doi]

Computational Technologies for Fashion Recommendation: A SurveyYujuan Ding, Zhihui Lai, P. Y. Mok, Tat-Seng Chua. ACM Comput. Surv., 56(5), May 2024. [doi]

FashionReGen: LLM-Empowered Fashion Report GenerationYujuan Ding, Yunshan Ma, Wenqi Fan, Yige Yao, Tat-Seng Chua, Qing Li. WWW 2024: 991-994 [doi]

A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language ModelsWenqi Fan, Yujuan Ding, Liangbo Ning, Shijie Wang, Hengyun Li, Dawei Yin, Tat-Seng Chua, Qing Li 0001. kdd 2024: 6491-6501 [doi]

Abductive Ego-View Accident Video Understanding for Safe Driving PerceptionJianwu Fang, Lei-Lei Li, Junfei Zhou, Junbin Xiao, Hongkai Yu, Chen Lv, Jianru Xue, Tat-Seng Chua. cvpr 2024: 22030-22040 [doi]

Behavioral Intention Prediction in Driving Scenes: A SurveyJianwu Fang, Fan Wang, Jianru Xue, Tat-Seng Chua. tits, 25(8):8334-8355, August 2024. [doi]

Towards Neuron Attributions in Multi-Modal Large Language ModelsJunfeng Fang, Zac Bi, Ruipeng Wang, Houcheng Jiang, Yuan Gao, Kun Wang, An Zhang 0003, Jie Shi, Xiang Wang, Tat-Seng Chua. nips 2024: [doi]

Fact : Teaching MLLMs with Faithful, Concise and Transferable RationalesMinghe Gao, Shuang Chen, Liang Pang, Yuan Yao 0013, Jisheng Dang, Wenqiao Zhang, Juncheng Li 0006, Siliang Tang, Yueting Zhuang, Tat-Seng Chua. mm 2024: 846-855 [doi]

LLaVA-UHD: An LMM Perceiving Any Aspect Ratio and High-Resolution ImagesZonghao Guo, Ruyi Xu, Yuan Yao 0013, Junbo Cui, Zanlin Ni, Chunjiang Ge, Tat-Seng Chua, Zhiyuan Liu 0001, Gao Huang 0001. eccv 2025: 390-406 [doi]

Information-Controllable Graph Contrastive Learning for RecommendationZirui Guo, Yanhua Yu, Yuling Wang, Kangkang Lu, Zixuan Yang, Liang Pang, Tat-Seng Chua. recsys 2024: 528-537 [doi]

A Survey on Neural Question Generation: Methods, Applications, and ProspectsShasha Guo, Lizi Liao, Cuiping Li 0001, Tat-Seng Chua. IJCAI 2024: 8038-8047 [doi]

Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language ModelsKelvin J. L. Koa, Yunshan Ma, Ritchie Ng, Tat-Seng Chua. WWW 2024: 4304-4315 [doi]

Think Twice Before Trusting: Self-Detection for Large Language Models through Comprehensive Answer ReflectionMoxin Li, Wenjie Wang 0007, Fuli Feng, Fengbin Zhu, Qifan Wang, Tat-Seng Chua. emnlp 2024: 11858-11875 [doi]

MM-Forecast: A Multimodal Approach to Temporal Event Forecasting with Large Language ModelsHaoxuan Li, Zhengmao Yang, Yunshan Ma, Yi Bin, Yang Yang 0002, Tat-Seng Chua. mm 2024: 2776-2785 [doi]

Filter-based Stance Network for Rumor VerificationJun Li, Yi Bin, Yunshan Ma, Yang Yang 0002, Zi Huang, Tat-Seng Chua. tois, 42(4), July 2024. [doi]

Towards 3D Molecule-Text Interpretation in Language ModelsSihang Li, Zhiyuan Liu 0001, Yanchen Luo, Xiang Wang 0010, Xiangnan He 0001, Kenji Kawaguchi, Tat-Seng Chua, Qi Tian 0001. iclr 2024: [doi]

Bridging Items and Language: A Transition Paradigm for Large Language Model-Based RecommendationXinyu Lin, Wenjie Wang 0007, Yongqi Li 0001, Fuli Feng, See-Kiong Ng, Tat-Seng Chua. kdd 2024: 1816-1826 [doi]

Temporally and Distributionally Robust Optimization for Cold-Start RecommendationXinyu Lin, Wenjie Wang, Jujia Zhao, Yongqi Li 0001, Fuli Feng, Tat-Seng Chua. AAAI 2024: 8750-8758 [doi]

Data-efficient Fine-tuning for LLM-based RecommendationXinyu Lin, Wenjie Wang 0007, Yongqi Li 0001, Shuo Yang, Fuli Feng, Yinwei Wei, Tat-Seng Chua. sigir 2024: 365-374 [doi]

ReactXT: Understanding Molecular "Reaction-ship" via Reaction-Contextualized Molecule-Text PretrainingZhiyuan Liu, Yaorui Shi, An Zhang, Sihang Li, Enzhi Zhang, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua. acl 2014: 5353-5377 [doi]

Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue CorrectionKangkang Lu, Yanhua Yu, Hao Fei 0001, Xuan Li, Zixuan Yang, Zirui Guo, MeiYu Liang, Mengran Yin, Tat-Seng Chua. AAAI 2024: 14158-14166 [doi]

Chain-of-Exemplar: Enhancing Distractor Generation for Multimodal Educational Question GenerationHaohao Luo, Yang Deng 0002, Ying Shen 0001, See-Kiong Ng, Tat-Seng Chua. acl 2024: 7978-7993 [doi]

CIRP: Cross-Item Relational Pre-training for Multimodal Product BundlingYunshan Ma, Yingzhi He, Wenjun Zhong, Xiang Wang 0010, Roger Zimmermann, Tat-Seng Chua. mm 2024: 9641-9649 [doi]

Cross-view hypergraph contrastive learning for attribute-aware recommendationAng Ma, Yanhua Yu, Chuan Shi, Zirui Guo, Tat-Seng Chua. ipm, 61(4):103701, 2024. [doi]

Leveraging Multimodal Features and Item-level User Feedback for Bundle ConstructionYunshan Ma, Xiaohao Liu, Yinwei Wei, Zhulin Tao, Xiang Wang 0010, Tat-Seng Chua. wsdm 2024: 510-519 [doi]

MultiCBR: Multi-view Contrastive Learning for Bundle RecommendationYunshan Ma, Yingzhi He, Xiang Wang 0010, Yinwei Wei, Xiaoyu Du, Yuyangzi Fu, Tat-Seng Chua. tois, 42(4), July 2024. [doi]

Auto-Encoding Morph-Tokens for Multimodal LLMKaihang Pan, Siliang Tang, Juncheng Li 0006, Zhaoyu Fan, Wei Chow, Shuicheng Yan, Tat-Seng Chua, Yueting Zhuang, Hanwang Zhang. icml 2024: [doi]

I3: Intent-Introspective Retrieval Conditioned on InstructionsKaihang Pan, Juncheng Li 0006, Wenjie Wang, Hao Fei 0001, Hongye Song, Wei Ji 0008, Jun Lin, Xiaozhong Liu, Tat-Seng Chua, Siliang Tang. sigir 2024: 1839-1849 [doi]

Momentor: Advancing Video Large Language Model with Fine-Grained Temporal ReasoningLong Qian, Juncheng Li 0006, Yu Wu 0011, Yaobo Ye, Hao Fei 0001, Tat-Seng Chua, Yueting Zhuang, Siliang Tang. icml 2024: [doi]

InstructVid2Vid: Controllable Video Editing with Natural Language InstructionsBosheng Qin, Juncheng Li 0006, Siliang Tang, Tat-Seng Chua, Yueting Zhuang. icmcs 2024: 1-6 [doi]

Beyond Persuasion: Towards Conversational Recommender System with Credible ExplanationsPeixin Qin, Chen Huang, Yang Deng 0002, Wenqiang Lei, Tat-Seng Chua. emnlp 2024: 4264-4282 [doi]

Discriminative Probing and Tuning for Text-to-Image GenerationLeigang Qu, Wenjie Wang 0007, Yongqi Li 0001, Hanwang Zhang, Liqiang Nie, Tat-Seng Chua. cvpr 2024: 7434-7444 [doi]

LARP: Language Audio Relational Pre-training for Cold-Start Playlist ContinuationRebecca Salganik, Xiaohao Liu, Yunshan Ma, Jian Kang, Tat-Seng Chua. kdd 2024: 2524-2535 [doi]

Enhancing Out-of-distribution Generalization on Graphs via Causal Attention LearningYongduo Sui, Wenyu Mao, Shuyao Wang, Xiang Wang 0010, Jiancan Wu, Xiangnan He 0001, Tat-Seng Chua. tkdd, 18(5), June 2024. [doi]

Inductive Lottery Ticket Learning for Graph Neural NetworksYongduo Sui, Xiang Wang 0010, Tianlong Chen, Meng Wang 0001, Xiangnan He 0001, Tat-Seng Chua. jcst, 39(6):1223-1237, November 2024. [doi]

Uplift Modeling for Target User Attacks on Recommender SystemsWenjie Wang, Changsheng Wang, Fuli Feng, Wentao Shi, Daizong Ding, Tat-Seng Chua. WWW 2024: 3343-3354 [doi]

GOODAT: Towards Test-Time Graph Out-of-Distribution DetectionLuzhi Wang, Dongxiao He, He Zhang, Yixin Liu, Wenjie Wang, Shirui Pan, Di Jin 0001, Tat-Seng Chua. AAAI 2024: 15537-15545 [doi]

Multiple-environment Self-adaptive Network for aerial-view geo-localizationTingyu Wang, Zhedong Zheng, Yaoqi Sun, Chenggang Yan 0001, Yi Yang 0001, Tat-Seng Chua. PR, 152:110363, 2024. [doi]

Rule-Guided Counterfactual Explainable RecommendationYinwei Wei, Xiaoyang Qu, Xiang Wang 0010, Yunshan Ma, Liqiang Nie, Tat-Seng Chua. tkde, 36(5):2179-2190, May 2024. [doi]

Simple but Effective Raw-Data Level Multimodal Fusion for Composed Image RetrievalHaokun Wen, Xuemeng Song, Xiaolin Chen, Yinwei Wei, Liqiang Nie, Tat-Seng Chua. sigir 2024: 229-239 [doi]

NExT-GPT: Any-to-Any Multimodal LLMShengqiong Wu, Hao Fei 0001, Leigang Qu, Wei Ji 0008, Tat-Seng Chua. icml 2024: [doi]

Dual Contrastive Learning for Cross-Domain Named Entity RecognitionJingyun Xu, Junnan Yu, Yi Cai 0001, Tat-Seng Chua. tois, 42(6), November 2024. [doi]

Context-Aware Dynamic Word Embeddings for Aspect Term ExtractionJingyun Xu, Jiayuan Xie, Yi Cai 0001, Zehang Lin, Ho-Fung Leung, Qing Li 0001, Tat-Seng Chua. taffco, 15(1):144-156, January - March 2024. [doi]

Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive TasksShicheng Xu, Liang Pang, Huawei Shen, Xueqi Cheng, Tat-Seng Chua. WWW 2024: 1362-1373 [doi]

Hop-based Heterogeneous Graph TransformerZixuan Yang, Xiao Wang, Yanhua Yu, Yuling Wang, Kangkang Lu, Zirui Guo, Xiting Qin, Yunshan Ma, Tat-Seng Chua. ecai 2024: 2346-2353 [doi]

EE-LCE: An Event Extraction Framework Based on LLM-Generated CoT ExplanationYanhua Yu, Yuanlong Wang, Yunshan Ma, Jie Li, Kangkang Lu, Zhiyong Huang, Tat-Seng Chua. ksem 2024: 28-40 [doi]

Smart Fitting Room: A One-stop Framework for Matching-aware Virtual Try-OnMingzhe Yu, Yunshan Ma, Lei Wu, Kai Cheng, Xue Li, Lei Meng, Tat-Seng Chua. mir 2024: 184-192 [doi]

Adversary and Attention Guided Knowledge Graph Reasoning Based on Reinforcement LearningYanhua Yu, Xiuxiu Cai, Ang Ma, Yimeng Ren, Shuai Zhen, Jie Li, Kangkang Lu, Zhiyong Huang, Tat-Seng Chua. ksem 2024: 3-16 [doi]

NExT-Chat: An LMM for Chat, Detection and SegmentationAo Zhang, Yuan Yao 0013, Wei Ji 0008, Zhiyuan Liu 0001, Tat-Seng Chua. icml 2024: [doi]

Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context UnderstandingZhihan Zhang, Yixin Cao 0002, Chenchen Ye 0001, Yunshan Ma, Lizi Liao, Tat-Seng Chua. acl 2024: 1588-1606 [doi]

Ask-before-Plan: Proactive Language Agents for Real-World PlanningXuan Zhang, Yang Deng 0002, Zifeng Ren, See-Kiong Ng, Tat-Seng Chua. emnlp 2024: 10836-10863 [doi]

Strength Lies in Differences! Improving Strategy Planning for Non-collaborative Dialogues via Diversified User SimulationTong Zhang, Chen Huang, Yang Deng 0002, Hongru Liang, Jia Liu, Zujie Wen, Wenqiang Lei, Tat-Seng Chua. emnlp 2024: 424-444 [doi]

CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language ModelsTong Zhang, Peixin Qin, Yang Deng 0002, Chen Huang, Wenqiang Lei, Junhong Liu, Dingnan Jin, Hongru Liang, Tat-Seng Chua. acl 2024: 10746-10766 [doi]

Denoising Diffusion Recommender ModelJujia Zhao, Wang Wenjie, Yiyan Xu, Teng Sun, Fuli Feng, Tat-Seng Chua. sigir 2024: 1370-1379 [doi]

A Picture Is Worth a Graph: A Blueprint Debate Paradigm for Multimodal ReasoningChangmeng Zheng, Dayong Liang, Wengyu Zhang, Xiaoyong Wei, Tat-Seng Chua, Qing Li 0001. mm 2024: 419-428 [doi]

MaskDroid: Robust Android Malware Detection with Masked Graph RepresentationsJingnan Zheng, Jiahao Liu, An Zhang 0003, Jun Zeng, Ziqi Yang, Zhenkai Liang, Tat-Seng Chua. ASE 2024: 331-343 [doi]

ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based EvaluationJingnan Zheng, Han Wang, An Zhang, Tai D. Nguyen, Jun Sun 0001, Tat-Seng Chua. nips 2024: [doi]

Doc2SoarGraph: Discrete Reasoning over Visually-Rich Table-Text Documents via Semantic-Oriented Hierarchical GraphsFengbin Zhu, Chao Wang, Fuli Feng, Zifeng Ren, Moxin Li, Tat-Seng Chua. COLING 2024: 5119-5131 [doi]

TAT-LLM: A Specialized Language Model for Discrete Reasoning over Financial Tabular and Textual DataFengbin Zhu, Ziyang Liu, Fuli Feng, Chao Wang, Moxin Li, Tat-Seng Chua. icaif 2024: 310-318 [doi]

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