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Viewing Publication 1 - 100 from 624

2023

On the Robustness of Aspect-based Sentiment Analysis: Rethinking Model, Data, and TrainingHao Fei 0001, Tat-Seng Chua, Chenliang Li, Donghong Ji, Meishan Zhang, Yafeng Ren. tois, 41(2), April 2023. [doi]

Learning Relation Prototype From Unlabeled Texts for Long-Tail Relation ExtractionYixin Cao 0002, Jun Kuang, Ming Gao 0001, Aoying Zhou, Yonggang Wen 0001, Tat-Seng Chua. tkde, 35(2):1761-1774, 2023. [doi]

A Dual Prompt Learning Framework for Few-Shot Dialogue State TrackingYuting Yang 0002, Wenqiang Lei, Pei Huang 0002, Juan Cao, Jintao Li 0001, Tat-Seng Chua. WWW 2023: 1468-1477 [doi]

Invariant Collaborative Filtering to Popularity Distribution ShiftAn Zhang 0003, Jingnan Zheng, Xiang Wang, Yancheng Yuan, Tat-Seng Chua. WWW 2023: 1240-1251 [doi]

Reinforced Causal Explainer for Graph Neural NetworksXiang Wang 0010, Yingxin Wu 0002, An Zhang 0003, Fuli Feng, Xiangnan He 0001, Tat-Seng Chua. pami, 45(2):2297-2309, 2023. [doi]

Cooperative Explanations of Graph Neural NetworksJunfeng Fang, Xiang Wang 0010, An Zhang 0003, Zemin Liu, Xiangnan He 0001, Tat-Seng Chua. wsdm 2023: 616-624 [doi]

Cross-GCN: Enhancing Graph Convolutional Network with $k$k-Order Feature InteractionsFuli Feng, Xiangnan He 0001, Hanwang Zhang, Tat-Seng Chua. tkde, 35(1):225-236, 2023. [doi]

User Perception of Recommendation Explanation: Are Your Explanations What Users Need?Hongyu Lu, Weizhi Ma, Yifan Wang, Min Zhang 0006, Xiang Wang, Yiqun Liu 0001, Tat-Seng Chua, Shaoping Ma. tois, 41(2), April 2023. [doi]

SoarGraph: Numerical Reasoning over Financial Table-Text Data via Semantic-Oriented Hierarchical GraphsFengbin Zhu, Moxin Li, Junbin Xiao, Fuli Feng, Chao Wang, Tat-Seng Chua. WWW 2023: 1236-1244 [doi]

2022

Graph Technologies for User Modeling and Recommendation: Introduction to the Special Issue - Part 1Xiangnan He 0001, Zhaochun Ren, Emine Yilmaz, Marc Najork, Tat-Seng Chua. tois, 40(2), 2022. [doi]

Introduction to the Special Section on Graph Technologies for User Modeling and Recommendation, Part 2Xiangnan He 0001, Zhaochun Ren, Emine Yilmaz, Marc Najork, Tat-Seng Chua. tois, 40(3), 2022. [doi]

LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language ModelHao Fei 0001, Shengqiong Wu, Jingye Li, Bobo Li, Fei Li, Libo Qin 0004, Meishan Zhang, Min Zhang, Tat-Seng Chua. nips 2022: [doi]

Incorporating Bias-aware Margins into Contrastive Loss for Collaborative FilteringAn Zhang 0003, Wenchang Ma, Xiang Wang 0010, Tat-Seng Chua. nips 2022: [doi]

Equivariant and Invariant Grounding for Video Question AnsweringYicong Li 0004, Xiang Wang 0010, Junbin Xiao, Tat-Seng Chua. mm 2022: 4714-4722 [doi]

Invariant Grounding for Video Question AnsweringYicong Li 0004, Xiang Wang, Junbin Xiao, Wei Ji, Tat-Seng Chua. cvpr 2022: 2918-2927 [doi]

Entity Slot Filling for Visual CaptioningYi Bin, Yujuan Ding, Bo Peng, Liang Peng, Yang Yang 0002, Tat-Seng Chua. tcsv, 32(1):52-62, 2022. [doi]

PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in FinanceYang Deng, Wenqiang Lei, Wenxuan Zhang, Wai Lam, Tat-Seng Chua. emnlp 2022: 6970-6984 [doi]

Mixed Dish Recognition With Contextual Relation and Domain AlignmentLixi Deng, Jingjing Chen, Chong-Wah Ngo, Qianru Sun, Sheng Tang, Yongdong Zhang 0001, Tat-Seng Chua. tmm, 24:2034-2045, 2022. [doi]

Leveraging Multiple Relations for Fashion Trend Forecasting Based on Social MediaYujuan Ding, Yunshan Ma, Lizi Liao, Wai-Keung Wong, Tat-Seng Chua. tmm, 24:2287-2299, 2022. [doi]

Modeling Instant User Intent and Content-Level Transition for Sequential Fashion RecommendationYujuan Ding, Yunshan Ma, Wai-Keung Wong, Tat-Seng Chua. tmm, 24:2687-2700, 2022. [doi]

KuaiRec: A Fully-observed Dataset and Insights for Evaluating Recommender SystemsChongming Gao, Shijun Li, Wenqiang Lei, Jiawei Chen, Biao Li, Peng Jiang, Xiangnan He 0001, Jiaxin Mao, Tat-Seng Chua. CIKM 2022: 540-550 [doi]

Interacting with Non-Cooperative User: A New Paradigm for Proactive Dialogue PolicyWenqiang Lei, Yao Zhang, Feifan Song, Hongru Liang, Jiaxin Mao, Jiancheng Lv, Zhenglu Yang, Tat-Seng Chua. sigir 2022: 212-222 [doi]

Learning to Imagine: Integrating Counterfactual Thinking in Neural Discrete ReasoningMoxin Li, Fuli Feng, Hanwang Zhang, Xiangnan He 0001, Fengbin Zhu, Tat-Seng Chua. acl 2022: 57-69 [doi]

Let Invariant Rationale Discovery Inspire Graph Contrastive LearningSihang Li, Xiang Wang, An Zhang, Yingxin Wu, Xiangnan He 0001, Tat-Seng Chua. icml 2022: 13052-13065 [doi]

Topic-Guided Conversational Recommender in Multiple DomainsLizi Liao, Ryuichi Takanobu, Yunshan Ma, Xun Yang, Minlie Huang, Tat-Seng Chua. tkde, 34(5):2485-2496, 2022. [doi]

CrossCBR: Cross-view Contrastive Learning for Bundle RecommendationYunshan Ma, Yingzhi He, An Zhang, Xiang Wang, Tat-Seng Chua. kdd 2022: 1233-1241 [doi]

A Patience-Aware Recommendation Scheme for Shared Accounts on Mobile DevicesKaili Mao, Jianwei Niu 0002, Xuefeng Liu 0001, ShaoJie Tang, Lizi Liao, Tat-Seng Chua. tkde, 34(12):5571-5585, 2022. [doi]

Intelligent Request Strategy Design in Recommender SystemXufeng Qian, Yue Xu, FuYu Lv, Shengyu Zhang, Ziwen Jiang, Qingwen Liu, Xiaoyi Zeng, Tat-Seng Chua, Fei Wu 0001. kdd 2022: 3772-3782 [doi]

MCFR'22: 1st Workshop on Multimedia Computing towards Fashion RecommendationXuemeng Song, Jingjing Chen, Federico Becattini, Weili Guan, Yibing Zhan, Tat-Seng Chua. mm 2022: 7416-7417 [doi]

Causal Attention for Interpretable and Generalizable Graph ClassificationYongduo Sui, Xiang Wang, Jiancan Wu, Min Lin, Xiangnan He 0001, Tat-Seng Chua. kdd 2022: 1696-1705 [doi]

Meta-Transfer Learning Through Hard TasksQianru Sun, Yaoyao Liu 0001, Zhaozheng Chen, Tat-Seng Chua, Bernt Schiele. pami, 44(3):1443-1456, 2022. [doi]

User-controllable Recommendation Against Filter BubblesWenjie Wang, Fuli Feng, Liqiang Nie, Tat-Seng Chua. sigir 2022: 1251-1261 [doi]

Causal Representation Learning for Out-of-Distribution RecommendationWenjie Wang, Xinyu Lin, Fuli Feng, Xiangnan He 0001, Min Lin, Tat-Seng Chua. WWW 2022: 3562-3571 [doi]

Rethinking the Two-Stage Framework for Grounded Situation RecognitionMeng Wei, Long Chen 0016, Wei Ji 0008, Xiaoyu Yue, Tat-Seng Chua. AAAI 2022: 2651-2658 [doi]

Hierarchical User Intent Graph Network for Multimedia RecommendationYinwei Wei, Xiang Wang 0010, Xiangnan He 0001, Liqiang Nie, Yong Rui, Tat-Seng Chua. tmm, 24:2701-2712, 2022. [doi]

Semi-supervised New Slot Discovery with Incremental ClusteringYuxia Wu, Lizi Liao, Xueming Qian, Tat-Seng Chua. emnlp 2022: 6207-6218 [doi]

Discovering Invariant Rationales for Graph Neural NetworksYingxin Wu, Xiang Wang, An Zhang, Xiangnan He 0001, Tat-Seng Chua. iclr 2022: [doi]

Video Graph Transformer for Video Question AnsweringJunbin Xiao, Pan Zhou, Tat-Seng Chua, Shuicheng Yan. eccv 2022: 39-58 [doi]

Video as Conditional Graph Hierarchy for Multi-Granular Question AnsweringJunbin Xiao, Angela Yao, Zhiyuan Liu, Yicong Li 0004, Wei Ji, Tat-Seng Chua. AAAI 2022: 2804-2812 [doi]

ConReader: Exploring Implicit Relations in Contracts for Contract Clause ExtractionWeiwen Xu, Yang Deng, Wenqiang Lei, Wenlong Zhao 0012, Tat-Seng Chua, Wai Lam. emnlp 2022: 2581-2594 [doi]

Video Moment Retrieval With Cross-Modal Neural Architecture SearchXun Yang, Shanshan Wang, Jian Dong, Jianfeng Dong, Meng Wang 0001, Tat-Seng Chua. TIP, 31:1204-1216, 2022. [doi]

PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language ModelsYuan Yao, Qianyu Chen, Ao Zhang, Wei Ji 0008, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun. emnlp 2022: 11104-11117 [doi]

Structured and Natural Responses Co-generation for Conversational SearchChenchen Ye, Lizi Liao, Fuli Feng, Wei Ji 0008, Tat-Seng Chua. sigir 2022: 155-164 [doi]

Reflecting on Experiences for Response GenerationChenchen Ye, Lizi Liao, Suyu Liu, Tat-Seng Chua. mm 2022: 5265-5273 [doi]

Conditional Hyper-Network for Blind Super-Resolution With Multiple DegradationsGuanghao Yin, Wei Wang, Zehuan Yuan, Wei Ji 0008, Dongdong Yu, Shouqian Sun, Tat-Seng Chua, Changhu Wang. TIP, 31:3949-3960, 2022. [doi]

SHADEWATCHER: Recommendation-guided Cyber Threat Analysis using System Audit RecordsJun Zeng, Xiang Wang, Jiahao Liu, Yinfang Chen, Zhenkai Liang, Tat-Seng Chua, Zheng-Leong Chua. sp 2022: 489-506 [doi]

Re4: Learning to Re-contrast, Re-attend, Re-construct for Multi-interest RecommendationShengyu Zhang, Lingxiao Yang, Dong Yao, Yujie Lu, Fuli Feng, Zhou Zhao, Tat-Seng Chua, Fei Wu 0001. WWW 2022: 2216-2226 [doi]

Fine-Grained Scene Graph Generation with Data TransferAo Zhang, Yuan Yao, Qianyu Chen, Wei Ji 0008, Zhiyuan Liu, Maosong Sun, Tat-Seng Chua. eccv 2022: 409-424 [doi]

Affective Image Content Analysis: Two Decades Review and New PerspectivesSicheng Zhao, Xingxu Yao, Jufeng Yang, Guoli Jia, Guiguang Ding, Tat-Seng Chua, Björn W. Schuller, Kurt Keutzer. pami, 44(10):6729-6751, 2022. [doi]

Video Question Answering: Datasets, Algorithms and ChallengesYaoyao Zhong, Wei Ji 0008, Junbin Xiao, Yicong Li 0004, Weihong Deng, Tat-Seng Chua. emnlp 2022: 6439-6455 [doi]

Towards Complex Document Understanding By Discrete ReasoningFengbin Zhu, Wenqiang Lei, Fuli Feng, Chao Wang, Haozhou Zhang, Tat-Seng Chua. mm 2022: 4857-4866 [doi]

2021

Towards Multi-Grained Explainability for Graph Neural NetworksXiang Wang 0010, Ying Xin Wu, An Zhang, Xiangnan He 0001, Tat-Seng Chua. nips 2021: 18446-18458 [doi]

Multi-Perspective Video CaptioningYi Bin, Xindi Shang, Bo Peng, Yujuan Ding, Tat-Seng Chua. mm 2021: 5110-5118 [doi]

3-D Relation Network for visual relation recognition in videosQianwen Cao, Heyan Huang, Xindi Shang, Boran Wang, Tat-Seng Chua. ijon, 432:91-100, 2021. [doi]

A Study of Multi-Task and Region-Wise Deep Learning for Food Ingredient RecognitionJingjing Chen, Bin Zhu, Chong-Wah Ngo, Tat-Seng Chua, Yu-Gang Jiang. TIP, 30:1514-1526, 2021. [doi]

Leveraging Two Types of Global Graph for Sequential Fashion RecommendationYujuan Ding, Yunshan Ma, Wai-Keung Wong, Tat-Seng Chua. mir 2021: 73-81 [doi]

Empowering Language Understanding with Counterfactual ReasoningFuli Feng, Jizhi Zhang, Xiangnan He 0001, Hanwang Zhang, Tat-Seng Chua. acl 2021: 2226-2236 [doi]

Graph Adversarial Training: Dynamically Regularizing Based on Graph StructureFuli Feng, Xiangnan He 0001, Jie Tang 0001, Tat-Seng Chua. tkde, 33(6):2493-2504, 2021. [doi]

Should Graph Convolution Trust Neighbors? A Simple Causal Inference MethodFuli Feng, Weiran Huang 0002, Xiangnan He 0001, Xin Xin, Qifan Wang, Tat-Seng Chua. sigir 2021: 1208-1218 [doi]

Time horizon-aware modeling of financial texts for stock price predictionFuli Feng, Xiang Wang, Xiangnan He 0001, Ritchie Ng, Tat-Seng Chua. icaif 2021: [doi]

Hybrid Learning to Rank for Financial Event RankingFuli Feng, Moxin Li, Cheng Luo, Ritchie Ng, Tat-Seng Chua. sigir 2021: 233-243 [doi]

Pre-training and evaluation of numeracy-oriented language modelFuli Feng, Xilin Rui, Wenjie Wang, Yixin Cao 0002, Tat-Seng Chua. icaif 2021: [doi]

Advances and challenges in conversational recommender systems: A surveyChongming Gao, Wenqiang Lei, Xiangnan He 0001, Maarten de Rijke, Tat-Seng Chua. aiopen, 2:100-126, 2021. [doi]

Learning to Recommend With Multiple Cascading BehaviorsChen Gao, Xiangnan He 0001, Dahua Gan, Xiangning Chen, Fuli Feng, Yong Li 0008, Tat-Seng Chua, Lina Yao, Yang Song, Depeng Jin. tkde, 33(6):2588-2601, 2021. [doi]

Towards Enriching Responses with Crowd-sourced Knowledge for Task-oriented DialogueYingxu He, Lizi Liao, Zheng Zhang, Tat-Seng Chua. mm 2021: 3-11 [doi]

How Knowledge Graph and Attention Help? A Qualitative Analysis into Bag-level Relation ExtractionZikun Hu, Yixin Cao 0002, Lifu Huang, Tat-Seng Chua. acl 2021: 4662-4671 [doi]

VidVRD 2021: The Third Grand Challenge on Video Relation DetectionWei Ji, Yicong Li, Meng Wei, Xindi Shang, Junbin Xiao, Tongwei Ren, Tat-Seng Chua. mm 2021: 4779-4783 [doi]

Have We Solved The Hard Problem? It's Not Easy! Contextual Lexical Contrast as a Means to Probe Neural CoherenceWenqiang Lei, Yisong Miao, Runpeng Xie, Bonnie Webber, Meichun Liu, Tat-Seng Chua, Nancy F. Chen. AAAI 2021: 13208-13216 [doi]

Interventional Video Relation DetectionYicong Li, Xun Yang, Xindi Shang, Tat-Seng Chua. mm 2021: 4091-4099 [doi]

Seamlessly Unifying Attributes and Items: Conversational Recommendation for Cold-start UsersShijun Li, Wenqiang Lei, Qingyun Wu, Xiangnan He 0001, Peng Jiang 0002, Tat-Seng Chua. tois, 39(4), 2021. [doi]

Multi-domain Dialogue State Tracking with Recursive InferenceLizi Liao, Tongyao Zhu, Le Hong Long, Tat-Seng Chua. WWW 2021: 2568-2577 [doi]

MMConv: An Environment for Multimodal Conversational Search across Multiple DomainsLizi Liao, Le Hong Long, Zheng Zhang, Minlie Huang, Tat-Seng Chua. sigir 2021: 675-684 [doi]

Dialogue State Tracking with Incremental ReasoningLizi Liao, Le Hong Long, Yunshan Ma, Wenqiang Lei, Tat-Seng Chua. tacl, 9:557-569, 2021. [doi]

Generating Face Images With Attributes for FreeYaoyao Liu, Qianru Sun, Xiangnan He 0001, An-An Liu, Yuting Su 0001, Tat-Seng Chua. tnn, 32(6):2733-2743, 2021. [doi]

Neural Quality Estimation with Multiple Hypotheses for Grammatical Error CorrectionZhenghao Liu, Xiaoyuan Yi, Maosong Sun, Liner Yang, Tat-Seng Chua. naacl 2021: 5441-5452 [doi]

Reproducibility Companion Paper: Knowledge Enhanced Neural Fashion Trend ForecastingYunshan Ma, Yujuan Ding, Xun Yang, Lizi Liao, Wai-Keung Wong, Tat-Seng Chua, Jinyoung Moon, Hong-Han Shuai. mir 2021: 615-618 [doi]

The Next Generation Multimodal Conversational Search and RecommendationJoão Magalhães, Tat-Seng Chua, Tao Mei 0001, Alan F. Smeaton. mm 2021: 953-954 [doi]

A Hybrid Approach for Detecting Prerequisite Relations in Multi-Modal Food RecipesLiangming Pan, Jingjing Chen, Shaoteng Liu, Chong-Wah Ngo, Min-Yen Kan, Tat-Seng Chua. tmm, 23:4491-4501, 2021. [doi]

Conceptualized and Contextualized Gaussian EmbeddingChen Qian, Fuli Feng, Lijie Wen, Tat-Seng Chua. AAAI 2021: 13683-13691 [doi]

UrbanMM'21: 1st International Workshop on Multimedia Computing for Urban DataStevan Rudinac, Alessandro Bozzon, Tat-Seng Chua, Suzanne Little, Daniel Gatica-Perez, Kiyoharu Aizawa. mm 2021: 5696-5697 [doi]

Video Visual Relation Detection via Iterative InferenceXindi Shang, Yicong Li, Junbin Xiao, Wei Ji, Tat-Seng Chua. mm 2021: 3654-3663 [doi]

Learning Intents behind Interactions with Knowledge Graph for RecommendationXiang Wang, Tinglin Huang, Dingxian Wang, Yancheng Yuan, Zhenguang Liu, Xiangnan He 0001, Tat-Seng Chua. WWW 2021: 878-887 [doi]

Denoising Implicit Feedback for RecommendationWenjie Wang, Fuli Feng, Xiangnan He 0001, Liqiang Nie, Tat-Seng Chua. wsdm 2021: 373-381 [doi]

Deconfounded Recommendation for Alleviating Bias AmplificationWenjie Wang, Fuli Feng, Xiangnan He 0001, Xiang Wang, Tat-Seng Chua. kdd 2021: 1717-1725 [doi]

Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait IssueWenjie Wang, Fuli Feng, Xiangnan He 0001, Hanwang Zhang, Tat-Seng Chua. sigir 2021: 1288-1297 [doi]

Contrastive Learning for Cold-Start RecommendationYinwei Wei, Xiang Wang, Qi Li, Liqiang Nie, Yan Li, Xuanping Li, Tat-Seng Chua. mm 2021: 5382-5390 [doi]

NExT-QA: Next Phase of Question-Answering to Explaining Temporal ActionsJunbin Xiao, Xindi Shang, Angela Yao, Tat-Seng Chua. cvpr 2021: 9777-9786 [doi]

Why Do We Click: Visual Impression-aware News RecommendationJiahao Xun, Shengyu Zhang, Zhou Zhao, Jieming Zhu, Qi Zhang, Jingjie Li, Xiuqiang He, Xiaofei He 0001, Tat-Seng Chua, Fei Wu 0001. mm 2021: 3881-3890 [doi]

Deconfounded Video Moment Retrieval with Causal InterventionXun Yang, Fuli Feng, Wei Ji, Meng Wang, Tat-Seng Chua. sigir 2021: 1-10 [doi]

CauseRec: Counterfactual User Sequence Synthesis for Sequential RecommendationShengyu Zhang, Dong Yao, Zhou Zhao, Tat-Seng Chua, Fei Wu 0001. sigir 2021: 367-377 [doi]

Few-Shot 3D Point Cloud Semantic SegmentationNa Zhao, Tat-Seng Chua, Gim Hee Lee. cvpr 2021: 8873-8882 [doi]

TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in FinanceFengbin Zhu, Wenqiang Lei, Youcheng Huang, Chao Wang, Shuo Zhang, Jiancheng Lv, Fuli Feng, Tat-Seng Chua. acl 2021: 3277-3287 [doi]

2020

Crowd Knowledge Enhanced Multimodal Conversational Assistant in Travel DomainLizi Liao, Lyndon Kennedy, Lynn Wilcox, Tat-Seng Chua. mmm 2020: 405-418 [doi]

Multi-Source Domain Adaptation for Visual Sentiment ClassificationChuang Lin, Sicheng Zhao, Lei Meng, Tat-Seng Chua. AAAI 2020: 2661-2668 [doi]

Neural Sparse Voxel FieldsLingjie Liu, Jiatao Gu, Kyaw Zaw Lin, Tat-Seng Chua, Christian Theobalt. nips 2020: [doi]

Knowledge Enhanced Neural Fashion Trend ForecastingYunshan Ma, Yujuan Ding, Xun Yang, Lizi Liao, Wai-Keung Wong, Tat-Seng Chua. mir 2020: 82-90 [doi]

Heterogeneous Fusion of Semantic and Collaborative Information for Visually-Aware Food RecommendationLei Meng, Fuli Feng, Xiangnan He 0001, Xiaoyan Gao, Tat-Seng Chua. mm 2020: 3460-3468 [doi]

Semantic Graphs for Generating Deep QuestionsLiangming Pan, Yuxi Xie, Yansong Feng, Tat-Seng Chua, Min-Yen Kan. acl 2020: 1463-1475 [doi]

Mining Unfollow Behavior in Large-Scale Online Social Networks via Spatial-Temporal InteractionHaozhe Wu, Zhiyuan Hu, Jia Jia 0001, Yaohua Bu, Xiangnan He 0001, Tat-Seng Chua. AAAI 2020: 254-261 [doi]

Visual Relation Grounding in VideosJunbin Xiao, Xindi Shang, Xun Yang, Sheng Tang, Tat-Seng Chua. eccv 2020: 447-464 [doi]

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