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Enhong Chen

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

438

Venues

33

Active years

2017–2026

Best venue rank

A*

Where they publish

Papers

Showing the 300 most recent indexed papers.

YearVenueTitleAuthors
2026AAAILook as You Think: Unifying Reasoning and Visual Evidence Attribution for Verifiable Document RAG via Reinforcement Learning.Shuochen Liu, Pengfei Luo, Chao Zhang, Yuhao Chen, Haotian Zhang, Qi Liu, Xin Kou, Tong Xu, Enhong Chen
2026ACLMemory-Augmented LLM-based Multi-Agent System for Automated Feature Generation on Tabular Data.Fengxian Dong, Zhi Zheng, Xiao Han, Wei Chen, Jingqing Ruan, Tong Xu, Yong Chen, Enhong Chen
2026ACLVIGIL: Defending LLM Agents Against Tool-Stream Injection via Verify-Before-Commit.Junda Lin, Zhaomeng Zhou, Zhi Zheng, Shuochen Liu, Tong Xu, Yong Chen, Enhong Chen
2026ACLLongTutor: Benchmarking Large Language Models for Long-term Personalized Tutoring.Ning Li, Zheng Zhang, Zhenya Huang, Rui Li, Yi Zhan, Yinbo Luo, Qi Liu, Enhong Chen
2026ACLLearning from Emptiness: De-biasing Listwise Rerankers with Content-Agnostic Probability Calibration.Hang Lv, Hongchao Gu, Ruiqing Yang, Liangyue Li, Zulong Chen, Defu Lian, Hao Wang, Enhong Chen
2026ACLLearning How and What to Memorize: Cognition-Inspired Two-Stage Optimization for Evolving Memory.Derong Xu, Shuochen Liu, Pengfei Luo, Pengyue Jia, Yingyi Zhang, Yi Wen, Yimin Deng, Wenlin Zhang, Enhong Chen, Xiangyu Zhao, Tong Xu
2026ACLSPARD: Self-Paced Curriculum for RL Alignment via Integrating Reward Dynamics and Data Utility.Xuyang Zhi, Peilun Zhou, Chengqiang Lu, Hang Lv, Yiwei Liang, Rongyang Zhang, Yan Gao, Yi Wu, Yao Hu, Hongchao Gu, Defu Lian, Hao Wang, Enhong Chen
2026DASFAAEfficient Personalized Reranking with Semi-autoregressive Generation and Online Knowledge Distillation.Kai Chen, Hao Wang, Wei Guo, Weiwen Liu, Yong Liu, Yawen Li, Enhong Chen
2026DASFAAFlowRec: Prior-Informed Flow Matching for Efficient Sequential Recommendation Generation.Li Li, Mingyue Cheng, Yuyang Ye, Zhiding Liu, Enhong Chen
2026EACLTo Paraphrase or Not: Efficient Comment Detoxification with Unsupervised Detoxifiability Discrimination.Jing Ke, Zheyong Xie, Shaosheng Cao, Tong Xu, Enhong Chen
2026KDDUncertainty-Aware Planning for Disambiguating User Intent in Interactive LLM Agents: Application to Baidu Maps.Deqiang Huang, Xinjiang Lu, Jingbo Zhou, Nijia Lu, Fuxin Li, Bo Hong, Chuanming Zhang, Tong Xu, Enhong Chen
2026KDDThought-Augmented Planning for LLM-Powered Interactive Recommender Agent.Haocheng Yu, Yaxiong Wu, Hao Wang, Wei Guo, Yong Liu, Yawen Li, Yuyang Ye, Junping Du, Enhong Chen
2026WWWTowards Context-aware Reasoning-enhanced Generative Searching in E-commerce.Zhiding Liu, Ben Chen, Mingyue Cheng, Enhong Chen, Li Li, Chenyi Lei, Wenwu Ou, Han Li, Kun Gai
2026WWWGenerative Data Transformation: From Mixed to Unified Data.Jiaqing Zhang, Mingjia Yin, Hao Wang, Yuxin Tian, Yuyang Ye, Yawen Li, Wei Guo, Yong Liu, Enhong Chen
2026SIGIRUnderstanding DNNs in Feature Interaction Models: A Dimensional Collapse Perspective.Jiancheng Wang, Mingjia Yin, Hao Wang, Enhong Chen
2026WSDMTimeMAE: Self-Supervised Representations of Time Series with Decoupled Masked Autoencoders.Mingyue Cheng, Xiaoyu Tao, Zhiding Liu, Qi Liu, Hao Zhang, Rujiao Zhang, Enhong Chen
2026WSDMCan Slow-Thinking LLMs Reason Over Time? Empirical Studies in Time Series Forecasting.Mingyue Cheng, Jiahao Wang, Daoyu Wang, Xiaoyu Tao, Qi Liu, Enhong Chen
2025AAAIMulti-Branch Self-Drafting for LLM Inference Acceleration.Zipeng Gao, Qingrong Xia, Tong Xu, Xinyu Duan, Zhi Zheng, Zhefeng Wang, Enhong Chen
2025AAAIExplore What LLM Does Not Know in Complex Question Answering.Xin Lin, Zhenya Huang, Zhiqiang Zhang, Jun Zhou, Enhong Chen
2025AAAIHarnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation.Derong Xu, Xinhang Li, Ziheng Zhang, Zhenxi Lin, Zhihong Zhu, Zhi Zheng, Xian Wu, Xiangyu Zhao, Tong Xu, Enhong Chen
2025AAAIMulti-Perspective Consolidation Enhanced Cognitive Diagnosis via Conditional Diffusion Model.Guanhao Zhao, Zhenya Huang, Cheng Cheng, Yan Zhuang, Qingyang Mao, Xin Li, Shijin Wang, Enhong Chen
2025ACLRAPID: Efficient Retrieval-Augmented Long Text Generation with Writing Planning and Information Discovery.Hongchao Gu, Dexun Li, Kuicai Dong, Hao Zhang, Hang Lv, Hao Wang, Defu Lian, Yong Liu, Enhong Chen
2025ACLRefining Sentence Embedding Model through Ranking Sentences Generation with Large Language Models.Liyang He, Chenglong Liu, Rui Li, Zhenya Huang, Shulan Ruan, Jun Zhou, Enhong Chen
2025ACLMindBridge: Scalable and Cross-Model Knowledge Editing via Memory-Augmented Modality.Shuaike Li, Kai Zhang, Qi Liu, Enhong Chen
2025ACLiPET: An Interactive Emotional Companion Dialogue System with LLM-Powered Virtual Pet World Simulation.Zheyong Xie, Shaosheng Cao, Zuozhu Liu, Zheyu Ye, Zihan Niu, Chonggang Lu, Tong Xu, Enhong Chen, Zhe Xu, Yao Hu, Wei Lu
2025ACLTestAgent: An Adaptive and Intelligent Expert for Human Assessment.Junhao Yu, Yan Zhuang, Yuxuan Sun, Weibo Gao, Qi Liu, Mingyue Cheng, Zhenya Huang, Enhong Chen
2025CIKMMulti-Source Knowledge Pruning for Retrieval-Augmented Generation: A Benchmark and Empirical Study.Shuo Yu, Mingyue Cheng, Qi Liu, Daoyu Wang, Jiqian Yang, Jie Ouyang, Yucong Luo, Chenyi Lei, Enhong Chen
2025CIKMECG-Doctor: An Interpretable Multimodal ECG Diagnosis Framework Based on Large Language Models.Dongsheng Tian, Junzhe Jiang, Kai Zhang, Changchun Liu, Yu Yuan, Min Gao, Enhong Chen
2025CVPRVideo-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis.Chaoyou Fu, Yuhan Dai, Yongdong Luo, Lei Li, Shuhuai Ren, Renrui Zhang, Zihan Wang, Chenyu Zhou, Yunhang Shen, Mengdan Zhang, Peixian Chen, Yanwei Li, Shaohui Lin, Sirui Zhao, Ke Li, Tong Xu, Xiawu Zheng, Enhong Chen, Caifeng Shan, Ran He, Xing Sun
2025CVPRImproving Visual and Downstream Performance of Low-Light Enhancer with Vision Foundation Models Collaboration.Yuxuan Gu, Haoxuan Wang, Pengyang Ling, Zhixiang Wei, Huaian Chen, Yi Jin, Enhong Chen
2025DASFAAFrom Memorization to Discovery: A Novel Benchmark for Relational Triple Extraction.Aoran Gan, Ye Liu, Hongbo Gang, Kai Zhang, Qi Liu, Enhong Chen, Xin Li, Guoping Hu
2025DASFAAEnhancing Protein-Ligand Binding Affinity Prediction via Parameter-Efficient Fine-Tuning of Protein and Chemical Language Models.Ruikang Li, Jiaxian Yan, Kai Zhang, Yanjiang Chen, Qi Liu, Min Gao, Enhong Chen
2025DASFAAA Universal Framework for Compressing Embeddings in CTR Prediction.Kefan Wang, Hao Wang, Kenan Song, Wei Guo, Kai Cheng, Zhi Li, Yong Liu, Defu Lian, Enhong Chen
2025EMNLPSelfAug: Mitigating Catastrophic Forgetting in Retrieval-Augmented Generation via Distribution Self-Alignment.Yuqing Huang, Rongyang Zhang, Qimeng Wang, Chengqiang Lu, Yan Gao, Yi Wu, Yao Hu, Xuyang Zhi, Guiquan Liu, Xin Li, Hao Wang, Enhong Chen
2025EMNLPScalable Data Synthesis through Human-like Cognitive Imitation and Data Recombination.Zhongyi Ye, Weitai Zhang, Xinyuan Zhou, Yongxin Zhu, Ninghui Rao, Enhong Chen
2025ICDMDetect, Investigate, Judge and Determine: A Knowledge-Guided Framework for Few-Shot Fake News Detection.Ye Liu, Jiajun Zhu, Xukai Liu, Haoyu Tang, Yanghai Zhang, Kai Zhang, Xiaofang Zhou, Enhong Chen
2025ICDMLearn while Unlearn: An Iterative Unlearning Framework for Generative Language Models.Haoyu Tang, Ye Liu, Xi Zhao, Xukai Liu, Yanghai Zhang, Kai Zhang, Xiaofang Zhou, Enhong Chen
2025ICDMFine-Grained Zero-Shot Composed Image Retrieval with Complementary Visual-Semantic Integration.Yongcong Ye, Kai Zhang, Yanghai Zhang, Enhong Chen, Longfei Li, Jun Zhou
2025ICIPDGRGaze: A Difference-Guided Gaze Estimation Framework Based on 6D Rotation Matrix Representation.Xiaohao Wang, Sirui Zhao, Xinglong Mao, Yiming Zhang, Shifeng Liu, Tong Xu, Enhong Chen
2025ICLRToolACE: Winning the Points of LLM Function Calling.Weiwen Liu, Xu Huang, Xingshan Zeng, Xinlong Hao, Shuai Yu, Dexun Li, Shuai Wang, Weinan Gan, Zhengying Liu, Yuanqing Yu, Zezhong Wang, Yuxian Wang, Wu Ning, Yutai Hou, Bin Wang, Chuhan Wu, Xinzhi Wang, Yong Liu, Yasheng Wang, Duyu Tang, Dandan Tu, Lifeng Shang, Xin Jiang, Ruiming Tang, Defu Lian, Qun Liu, Enhong Chen
2025ICLRUnveiling the Magic of Code Reasoning through Hypothesis Decomposition and Amendment.Yuze Zhao, Tianyun Ji, Wenjun Feng, Zhenya Huang, Qi Liu, Zhiding Liu, Yixiao Ma, Kai Zhang, Enhong Chen
2025ICMLCogMath: Assessing LLMs' Authentic Mathematical Ability from a Human Cognitive Perspective.Jiayu Liu, Zhenya Huang, Wei Dai, Cheng Cheng, Jinze Wu, Jing Sha, Song Li, Qi Liu, Shijin Wang, Enhong Chen
2025ICMLHyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking.Runquan Gui, Zhihai Wang, Jie Wang, Chi Ma, Huiling Zhen, Mingxuan Yuan, Jianye Hao, Defu Lian, Enhong Chen, Feng Wu
2025ICMLWhat Makes In-context Learning Effective for Mathematical Reasoning.Jiayu Liu, Zhenya Huang, Chaokun Wang, Xunpeng Huang, ChengXiang Zhai, Enhong Chen
2025ICMLFrom Feature Interaction to Feature Generation: A Generative Paradigm of CTR Prediction Models.Mingjia Yin, Junwei Pan, Hao Wang, Ximei Wang, Shangyu Zhang, Jie Jiang, Defu Lian, Enhong Chen
2025ICMLPosition: AI Evaluation Should Learn from How We Test Humans.Yan Zhuang, Qi Liu, Zachary A. Pardos, Patrick C. Kyllonen, Jiyun Zu, Zhenya Huang, Shijin Wang, Enhong Chen
2025KDDUnderstanding the Effect of Loss Functions on the Generalization of Recommendations.Yuanhao Pu, Defu Lian, Xiaolong Chen, Jin Chen, Ze Liu, Enhong Chen
2025KDDBreaking the Bottleneck: User-Specific Optimization and Real-Time Inference Integration for Sequential Recommendation.Wenjia Xie, Hao Wang, Minghao Fang, Ruize Yu, Wei Guo, Yong Liu, Defu Lian, Enhong Chen
2025KDDMulti-granularity Interest Retrieval and Refinement Network for Long-Term User Behavior Modeling in CTR Prediction.Xiang Xu, Hao Wang, Wei Guo, Luankang Zhang, Wanshan Yang, Runlong Yu, Yong Liu, Defu Lian, Enhong Chen
2025KDDNoteLLM-2: Multimodal Large Representation Models for Recommendation.Chao Zhang, Haoxin Zhang, Shiwei Wu, Di Wu, Tong Xu, Xiangyu Zhao, Yan Gao, Yao Hu, Enhong Chen
2025RecSysTag-augmented Dual-target Cross-domain Recommendation.Mingfan Pan, Qingyang Mao, Xu An, Jianhui Ma, Gang Zhou, Mingyue Cheng, Enhong Chen
2025WWWUntitled recordPengfei Luo, Jingbo Zhou, Tong Xu, Yuan Xia, Linli Xu, Enhong Chen
2025WWWGenerative Large Recommendation Models: Emerging Trends in LLMs for Recommendation.Hao Wang, Wei Guo, Luankang Zhang, Jin Yao Chin, Yufei Ye, Huifeng Guo, Yong Liu, Defu Lian, Ruiming Tang, Enhong Chen
2025WWWFuXi-α: Scaling Recommendation Model with Feature Interaction Enhanced Transformer.Yufei Ye, Wei Guo, Jin Yao Chin, Hao Wang, Hong Zhu, Xi Lin, Yuyang Ye, Yong Liu, Ruiming Tang, Defu Lian, Enhong Chen
2025WWWIntelligent Interaction Platform for Personalized Digital Tutor: Advancing Empathetic and Adaptive Learning Experiences.Kai Zhang, Weiyin Gong, Qi Liu, Junyu Lu, Meikai Bao, Xukai Liu, Linbo Zhu, Enhong Chen
2025WWWTD3: Tucker Decomposition Based Dataset Distillation Method for Sequential Recommendation.Jiaqing Zhang, Mingjia Yin, Hao Wang, Yawen Li, Yuyang Ye, Xingyu Lou, Junping Du, Enhong Chen
2025WWWMIT: A Multi-Tower Information Transfer Framework Based on Hierarchical Task Relationship Modeling.Rui Zhou, Hao Wang, Wei Guo, Qinglin Jia, Wenjia Xie, Xiang Xu, Yong Liu, Defu Lian, Enhong Chen
2025SIGIRDLF: Enhancing Explicit-Implicit Interaction via Dynamic Low-Order-Aware Fusion for CTR Prediction.Kefan Wang, Hao Wang, Wei Guo, Yong Liu, Jianghao Lin, Defu Lian, Enhong Chen
2025SIGIRKilling Two Birds with One Stone: Unifying Retrieval and Ranking with a Single Generative Recommendation Model.Luankang Zhang, Kenan Song, Yi Quan Lee, Wei Guo, Hao Wang, Yawen Li, Huifeng Guo, Yong Liu, Defu Lian, Enhong Chen
2025WSDMInstrucTime: Advancing Time Series Classification with Multimodal Language Modeling.Mingyue Cheng, Yiheng Chen, Qi Liu, Zhiding Liu, Yucong Luo, Enhong Chen
2024AAAIExploring Large Language Model for Graph Data Understanding in Online Job Recommendations.Likang Wu, Zhaopeng Qiu, Zhi Zheng, Hengshu Zhu, Enhong Chen
2024AAAIFederated Contextual Cascading Bandits with Asynchronous Communication and Heterogeneous Users.Hantao Yang, Xutong Liu, Zhiyong Wang, Hong Xie, John C. S. Lui, Defu Lian, Enhong Chen
2024ACLGenerative Input: Towards Next-Generation Input Methods Paradigm.Keyu Ding, Yongcan Wang, Zihang Xu, Zhenzhen Jia, Enhong Chen
2024ACLVisualization Recommendation with Prompt-based Reprogramming of Large Language Models.Xinhang Li, Jingbo Zhou, Wei Chen, Derong Xu, Tong Xu, Enhong Chen
2024ACLLeveraging Entity Information for Cross-Modality Correlation Learning: The Entity-Guided Multimodal Summarization.Yanghai Zhang, Ye Liu, Shiwei Wu, Kai Zhang, Xukai Liu, Qi Liu, Enhong Chen
2024APWEBMERGE: Multi-view Relationship Graph Network for Event-Driven Stock Movement Prediction.Liu Che, Tong Xu, Qi Liu, Zhi Zheng, Jingyu Peng, Enhong Chen
2024CIKMUniMEL: A Unified Framework for Multimodal Entity Linking with Large Language Models.Qi Liu, Yongyi He, Tong Xu, Defu Lian, Che Liu, Zhi Zheng, Enhong Chen
2024CIKMFZR: Enhancing Knowledge Transfer via Shared Factors Composition in Zero-Shot Relational Learning.Zhijun Dong, Likang Wu, Kai Zhang, Ye Liu, Yanghai Zhang, Zhi Li, Hongke Zhao, Enhong Chen
2024CIKMMitigating Cold-Start Problems in Knowledge Tracing with Large Language Models: An Attribute-aware Approach.Yuxiang Guo, Shuanghong Shen, Qi Liu, Zhenya Huang, Linbo Zhu, Yu Su, Enhong Chen
2024CIKMBridging User Dynamics: Transforming Sequential Recommendations with Schrdinger Bridge and Diffusion Models.Wenjia Xie, Rui Zhou, Hao Wang, Tingjia Shen, Enhong Chen
2024CIKMEditing Factual Knowledge and Explanatory Ability of Medical Large Language Models.Derong Xu, Ziheng Zhang, Zhihong Zhu, Zhenxi Lin, Qidong Liu, Xian Wu, Tong Xu, Wanyu Wang, Yuyang Ye, Xiangyu Zhao, Enhong Chen, Yefeng Zheng
2024CIKMLearning the Dynamics in Sequential Recommendation by Exploiting Real-time Information.Rujiao Zhang, Hao Zhang, Yucong Luo, Zhiding Liu, Mingyue Cheng, Qi Liu, Enhong Chen
2024COLINGMulti-perspective Improvement of Knowledge Graph Completion with Large Language Models.Derong Xu, Ziheng Zhang, Zhenxi Lin, Xian Wu, Zhihong Zhu, Tong Xu, Xiangyu Zhao, Yefeng Zheng, Enhong Chen
2024COLINGMRT: Multi-modal Short- and Long-range Temporal Convolutional Network for Time-sync Comment Video Behavior Prediction.Weihao Zhao, Weidong He, Hao Wang, Haoyang Bi, Han Wu, Chen Zhu, Tong Xu, Enhong Chen
2024DASFAAEmpowering Sequential Recommendation from Collaborative Signals and Semantic Relatedness.Mingyue Cheng, Hao Zhang, Qi Liu, Fajie Yuan, Zhi Li, Zhenya Huang, Enhong Chen, Jun Zhou, Longfei Li
2024DASFAAEmpowering Few-Shot Relation Extraction with The Integration of Traditional RE Methods and Large Language Models.Ye Liu, Kai Zhang, Aoran Gan, Linan Yue, Feng Hu, Qi Liu, Enhong Chen
2024DASFAAUnlocking the Potential of Large Language Models for Explainable Recommendations.Yucong Luo, Mingyue Cheng, Hao Zhang, Junyu Lu, Enhong Chen
2024DASFAALearning Recommender Systems with Soft Target: A Decoupled Perspective.Hao Zhang, Mingyue Cheng, Qi Liu, Yucong Luo, Rui Li, Enhong Chen
2024DASFAAA Unified Framework for Adaptive Representation Enhancement and Inversed Learning in Cross-Domain Recommendation.Luankang Zhang, Hao Wang, Suojuan Zhang, Mingjia Yin, Yongqiang Han, Jiaqing Zhang, Defu Lian, Enhong Chen
2024EMNLPDouble-Checker: Large Language Model as a Checker for Few-shot Named Entity Recognition.Wei Chen, Lili Zhao, Zhi Zheng, Tong Xu, Yang Wang, Enhong Chen
2024EMNLPTowards Explainable Computerized Adaptive Testing with Large Language Model.Cheng Cheng, Guanhao Zhao, Zhenya Huang, Yan Zhuang, Zhaoyuan Pan, Qi Liu, Xin Li, Enhong Chen
2024EMNLPOneNet: A Fine-Tuning Free Framework for Few-Shot Entity Linking via Large Language Model Prompting.Xukai Liu, Ye Liu, Kai Zhang, Kehang Wang, Qi Liu, Enhong Chen
2024EMNLPARM: An Alignment-and-Replacement Module for Chinese Spelling Check Based on LLMs.Changchun Liu, Kai Zhang, Junzhe Jiang, Zirui Liu, Hanqing Tao, Min Gao, Enhong Chen
2024EMNLPRetrieve-Plan-Generation: An Iterative Planning and Answering Framework for Knowledge-Intensive LLM Generation.Yuanjie Lyu, Zihan Niu, Zheyong Xie, Chao Zhang, Tong Xu, Yang Wang, Enhong Chen
2024EMNLPIn-Context Former: Lightning-fast Compressing Context for Large Language Model.Xiangfeng Wang, Zaiyi Chen, Tong Xu, Zheyong Xie, Yongyi He, Enhong Chen
2024EMNLPGranular Entity Mapper: Advancing Fine-grained Multimodal Named Entity Recognition and Grounding.Ziqi Wang, Chen Zhu, Zhi Zheng, Xinhang Li, Tong Xu, Yongyi He, Qi Liu, Ying Yu, Enhong Chen
2024EMNLPMitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding.Derong Xu, Ziheng Zhang, Zhihong Zhu, Zhenxi Lin, Qidong Liu, Xian Wu, Tong Xu, Xiangyu Zhao, Yefeng Zheng, Enhong Chen
2024ICASSPCommunication-Efficient Personalized Federated Learning for Speech-to-Text Tasks.Yichao Du, Zhirui Zhang, Linan Yue, Xu Huang, Yuqing Zhang, Tong Xu, Linli Xu, Enhong Chen
2024ICDEScaling Up Multivariate Time Series Pre-Training with Decoupled Spatial-Temporal Representations.Rui Zha, Le Zhang, Shuangli Li, Jingbo Zhou, Tong Xu, Hui Xiong, Enhong Chen
2024ICMLLearning-Efficient Yet Generalizable Collaborative Filtering for Item Recommendation.Yuanhao Pu, Xiaolong Chen, Xu Huang, Jin Chen, Defu Lian, Enhong Chen
2024ICMLA Unified Adaptive Testing System Enabled by Hierarchical Structure Search.Junhao Yu, Yan Zhuang, Zhenya Huang, Qi Liu, Xin Li, Rui Li, Enhong Chen
2024IJCAILearning to Solve Geometry Problems via Simulating Human Dual-Reasoning Process.Tong Xiao, Jiayu Liu, Zhenya Huang, Jinze Wu, Jing Sha, Shijin Wang, Enhong Chen
2024IJCAIPre-training General User Representation with Multi-type APP Behaviors.Yuren Zhang, Min Hou, Kai Zhang, Yuqing Yuan, Chao Song, Zhihao Ye, Enhong Chen, Yang Yu
2024KDDWhen Box Meets Graph Neural Network in Tag-aware Recommendation.Fake Lin, Ziwei Zhao, Xi Zhu, Da Zhang, Shitian Shen, Xueying Li, Tong Xu, Suojuan Zhang, Enhong Chen
2024KDDDataset Regeneration for Sequential Recommendation.Mingjia Yin, Hao Wang, Wei Guo, Yong Liu, Suojuan Zhang, Sirui Zhao, Defu Lian, Enhong Chen
2024WWWTowards Personalized Evaluation of Large Language Models with An Anonymous Crowd-Sourcing Platform.Mingyue Cheng, Hao Zhang, Jiqian Yang, Qi Liu, Li Li, Xin Huang, Liwei Song, Zhi Li, Zhenya Huang, Enhong Chen
2024WWWEfficient Noise-Decoupling for Multi-Behavior Sequential Recommendation.Yongqiang Han, Hao Wang, Kefan Wang, Likang Wu, Zhi Li, Wei Guo, Yong Liu, Defu Lian, Enhong Chen
2024WWWBit-mask Robust Contrastive Knowledge Distillation for Unsupervised Semantic Hashing.Liyang He, Zhenya Huang, Jiayu Liu, Enhong Chen, Fei Wang, Jing Sha, Shijin Wang
2024WWWA Knowledge-Injected Curriculum Pretraining Framework for Question Answering.Xin Lin, Tianhuang Su, Zhenya Huang, Shangzi Xue, Haifeng Liu, Enhong Chen
2024WWWLarge Language Model based Long-tail Query Rewriting in Taobao Search.Wenjun Peng, Guiyang Li, Yue Jiang, Zilong Wang, Dan Ou, Xiaoyi Zeng, Derong Xu, Tong Xu, Enhong Chen
2024WWWUnified Uncertainty Estimation for Cognitive Diagnosis Models.Fei Wang, Qi Liu, Enhong Chen, Chuanren Liu, Zhenya Huang, Jinze Wu, Shijin Wang
2024WWWNoteLLM: A Retrievable Large Language Model for Note Recommendation.Chao Zhang, Shiwei Wu, Haoxin Zhang, Tong Xu, Yan Gao, Yao Hu, Enhong Chen
2024SIGIRUnifying Graph Retrieval and Prompt Tuning for Graph-Grounded Text Classification.Le Dai, Yu Yin, Enhong Chen, Hui Xiong
2024WISEMDAP: A Multi-view Disentangled and Adaptive Preference Learning Framework for Cross-Domain Recommendation.Junxiong Tong, Mingjia Yin, Hao Wang, Qiushi Pan, Defu Lian, Enhong Chen
2024WSDMGAP: A Grammar and Position-Aware Framework for Efficient Recognition of Multi-Line Mathematical Formulas.Zhe Yang, Qi Liu, Kai Zhang, Shiwei Tong, Enhong Chen
2024SDMGraph-based Student Knowledge Profile for Online Intelligent Education.Jinze Wu, Haotian Zhang, Zhenya Huang, Liang Ding, Qi Liu, Jing Sha, Enhong Chen, Shijin Wang
2023AAAIBETA-CD: A Bayesian Meta-Learned Cognitive Diagnosis Framework for Personalized Learning.Haoyang Bi, Enhong Chen, Weidong He, Han Wu, Weihao Zhao, Shijin Wang, Jinze Wu
2023AAAITowards a Holistic Understanding of Mathematical Questions with Contrastive Pre-training.Yuting Ning, Zhenya Huang, Xin Lin, Enhong Chen, Shiwei Tong, Zheng Gong, Shijin Wang
2023AAAIQuery-Aware Quantization for Maximum Inner Product Search.Jin Zhang, Defu Lian, Haodi Zhang, Baoyun Wang, Enhong Chen
2023ACLEnhancing Hierarchical Text Classification through Knowledge Graph Integration.Ye Liu, Kai Zhang, Zhenya Huang, Kehang Wang, Yanghai Zhang, Qi Liu, Enhong Chen
2023ACLRHGN: Relation-gated Heterogeneous Graph Network for Entity Alignment in Knowledge Graphs.Xukai Liu, Kai Zhang, Ye Liu, Enhong Chen, Zhenya Huang, Linan Yue, Jiaxian Yan
2023CIKMHEProto: A Hierarchical Enhancing ProtoNet based on Multi-Task Learning for Few-shot Named Entity Recognition.Wei Chen, Lili Zhao, Pengfei Luo, Tong Xu, Yi Zheng, Enhong Chen
2023CIKMSearch-Efficient Computerized Adaptive Testing.Yuting Hong, Shiwei Tong, Wei Huang, Yan Zhuang, Qi Liu, Enhong Chen, Xin Li, Yuanjing He
2023CIKMAPGL4SR: A Generic Framework with Adaptive and Personalized Global Collaborative Information in Sequential Recommendation.Mingjia Yin, Hao Wang, Xiang Xu, Likang Wu, Sirui Zhao, Wei Guo, Yong Liu, Ruiming Tang, Defu Lian, Enhong Chen
2023CIKMFederated News Recommendation with Fine-grained Interpolation and Dynamic Clustering.Sanshi Lei Yu, Qi Liu, Fei Wang, Yang Yu, Enhong Chen
2023CIKMNon-IID always Bad? Semi-Supervised Heterogeneous Federated Learning with Local Knowledge Enhancement.Chao Zhang, Fangzhao Wu, Jingwei Yi, Derong Xu, Yang Yu, Jindong Wang, Yidong Wang, Tong Xu, Xing Xie, Enhong Chen
2023CIKMSimulating Student Interactions with Two-stage Imitation Learning for Intelligent Educational Systems.Guanhao Zhao, Zhenya Huang, Yan Zhuang, Jiayu Liu, Qi Liu, Zhiding Liu, Jinze Wu, Enhong Chen
2023DASFAAGUESR: A Global Unsupervised Data-Enhancement with Bucket-Cluster Sampling for Sequential Recommendation.Yongqiang Han, Likang Wu, Hao Wang, Guifeng Wang, Mengdi Zhang, Zhi Li, Defu Lian, Enhong Chen
2023DASFAAClass-Dynamic and Hierarchy-Constrained Network for Entity Linking.Kehang Wang, Qi Liu, Kai Zhang, Ye Liu, Hanqing Tao, Zhenya Huang, Enhong Chen
2023DASFAAFew-Shot Link Prediction for Event-Based Social Networks via Meta-learning.Xi Zhu, Pengfei Luo, Ziwei Zhao, Tong Xu, Aakas Lizhiyu, Yu Yu, Xueying Li, Enhong Chen
2023ICDEMultimodal Biological Knowledge Graph Completion via Triple Co-Attention Mechanism.Derong Xu, Jingbo Zhou, Tong Xu, Yuan Xia, Ji Liu, Enhong Chen, Dejing Dou
2023ICDECollaborative List-and-Pairwise Filtering from Implicit Feedback : Extended Abstract.Runlong Yu, Qi Liu, Yuyang Ye, Mingyue Cheng, Enhong Chen, Jianhui Ma
2023ICLRFederated Nearest Neighbor Machine Translation.Yichao Du, Zhirui Zhang, Bingzhe Wu, Lemao Liu, Tong Xu, Enhong Chen
2023ICMLNearly Optimal Competitive Ratio for Online Allocation Problems with Two-sided Resource Constraints and Finite Requests.Qixin Zhang, Wenbing Ye, Zaiyi Chen, Haoyuan Hu, Enhong Chen, Yu Yang
2023IJCAIKMF: Knowledge-Aware Multi-Faceted Representation Learning for Zero-Shot Node Classification.Likang Wu, Junji Jiang, Hongke Zhao, Hao Wang, Defu Lian, Mengdi Zhang, Enhong Chen
2023IJCAIExploiting Non-Interactive Exercises in Cognitive Diagnosis.Fangzhou Yao, Qi Liu, Min Hou, Shiwei Tong, Zhenya Huang, Enhong Chen, Jing Sha, Shijin Wang
2023KDDLearning Balanced Tree Indexes for Large-Scale Vector Retrieval.Wuchao Li, Chao Feng, Defu Lian, Yuxin Xie, Haifeng Liu, Yong Ge, Enhong Chen
2023KDDGuiding Mathematical Reasoning via Mastering Commonsense Formula Knowledge.Jiayu Liu, Zhenya Huang, Zhiyuan Ma, Qi Liu, Enhong Chen, Tianhuang Su, Haifeng Liu
2023KDDMulti-Temporal Relationship Inference in Urban Areas.Shuangli Li, Jingbo Zhou, Ji Liu, Tong Xu, Enhong Chen, Hui Xiong
2023KDDMulti-Grained Multimodal Interaction Network for Entity Linking.Pengfei Luo, Tong Xu, Shiwei Wu, Chen Zhu, Linli Xu, Enhong Chen
2023KDDRecognizing Unseen Objects via Multimodal Intensive Knowledge Graph Propagation.Likang Wu, Zhi Li, Hongke Zhao, Zhefeng Wang, Qi Liu, Baoxing Huai, Nicholas Jing Yuan, Enhong Chen
2023KDDA Causality Inspired Framework for Model Interpretation.Chenwang Wu, Xiting Wang, Defu Lian, Xing Xie, Enhong Chen
2023KDDLearning Behavior-oriented Knowledge Tracing.Bihan Xu, Zhenya Huang, Jiayu Liu, Shuanghong Shen, Qi Liu, Enhong Chen, Jinze Wu, Shijin Wang
2023KDDCognitive Evolutionary Search to Select Feature Interactions for Click-Through Rate Prediction.Runlong Yu, Xiang Xu, Yuyang Ye, Qi Liu, Enhong Chen
2023KSEMAre GPT Embeddings Useful for Ads and Recommendation?Wenjun Peng, Derong Xu, Tong Xu, Jianjin Zhang, Enhong Chen
2023WWWMembership Inference Attacks Against Sequential Recommender Systems.Zhihao Zhu, Chenwang Wu, Rui Fan, Defu Lian, Enhong Chen
2023WWWFormerTime: Hierarchical Multi-Scale Representations for Multivariate Time Series Classification.Mingyue Cheng, Qi Liu, Zhiding Liu, Zhi Li, Yucong Luo, Enhong Chen
2023WWWAutoS2AE: Automate to Regularize Sparse Shallow Autoencoders for Recommendation.Rui Fan, Yuanhao Pu, Jin Chen, Zhihao Zhu, Defu Lian, Enhong Chen
2023WWWMassNE: Exploring Higher-Order Interactions with Marginal Effect for Massive Battle Outcome Prediction.Yin Gu, Kai Zhang, Qi Liu, Xin Lin, Zhenya Huang, Enhong Chen
2023WWWCooperative Retriever and Ranker in Deep Recommenders.Xu Huang, Defu Lian, Jin Chen, Zheng Liu, Xing Xie, Enhong Chen
2023WWWDifferentiable Optimized Product Quantization and Beyond.Zepu Lu, Defu Lian, Jin Zhang, Zaixi Zhang, Chao Feng, Hao Wang, Enhong Chen
2023WWWTracing Knowledge Instead of Patterns: Stable Knowledge Tracing with Diagnostic Transformer.Yu Yin, Le Dai, Zhenya Huang, Shuanghong Shen, Fei Wang, Qi Liu, Enhong Chen, Xin Li
2023SIGIRLearning from Crowds with Annotation Reliability.Zhi Cao, Enhong Chen, Ye Huang, Shuanghong Shen, Zhenya Huang
2023SIGIRUsing Entropy for Group Sampling in Pairwise Ranking from implicit feedback.Yujie Chen, Runlong Yu, Qi Liu, Enhong Chen, Zhenya Huang
2023SIGIRRecStudio: Towards a Highly-Modularized Recommender System.Defu Lian, Xu Huang, Xiaolong Chen, Jin Chen, Xingmei Wang, Yankai Wang, Haoran Jin, Rui Fan, Zheng Liu, Le Wu, Enhong Chen
2023SIGIRA Mathematical Word Problem Generator with Structure Planning and Knowledge Enhancement.Longhu Qin, Jiayu Liu, Zhenya Huang, Kai Zhang, Qi Liu, Binbin Jin, Enhong Chen
2023SIGIRTime-interval Aware Share Recommendation via Bi-directional Continuous Time Dynamic Graphs.Ziwei Zhao, Xi Zhu, Tong Xu, Aakas Lizhiyu, Yu Yu, Xueying Li, Zikai Yin, Enhong Chen
2022AAAIAnisotropic Additive Quantization for Fast Inner Product Search.Jin Zhang, Qi Liu, Defu Lian, Zheng Liu, Le Wu, Enhong Chen
2022ACLIncorporating Dynamic Semantics into Pre-Trained Language Model for Aspect-based Sentiment Analysis.Kai Zhang, Kun Zhang, Mengdi Zhang, Hongke Zhao, Qi Liu, Wei Wu, Enhong Chen
2022CIKMFaithful Abstractive Summarization via Fact-aware Consistency-constrained Transformer.Yuanjie Lyu, Chen Zhu, Tong Xu, Zikai Yin, Enhong Chen
2022CIKMCPEE: Civil Case Judgment Prediction centering on the Trial Mode of Essential Elements.Lili Zhao, Linan Yue, Yanqing An, Yuren Zhang, Jun Yu, Qi Liu, Enhong Chen
2022CVPRReusing the Task-specific Classifier as a Discriminator: Discriminator-free Adversarial Domain Adaptation.Lin Chen, Huaian Chen, Zhixiang Wei, Xin Jin, Xiao Tan, Yi Jin, Enhong Chen
2022EMNLPNon-Parametric Domain Adaptation for End-to-End Speech Translation.Yichao Du, Weizhi Wang, Zhirui Zhang, Boxing Chen, Tong Xu, Jun Xie, Enhong Chen
2022EMNLPVIRT: Improving Representation-based Text Matching via Virtual Interaction.Dan Li, Yang Yang, Hongyin Tang, Jiahao Liu, Qifan Wang, Jingang Wang, Tong Xu, Wei Wu, Enhong Chen
2022HPCCPaddlePaddle: A Production-Oriented Deep Learning Platform Facilitating the Competency of Enterprises.Ran Bi, Tongtong Xu, Mingxue Xu, Enhong Chen
2022ICDMDecomposing Complementary and Substitutable Relations for Intercorporate Investment Recommendation.Le Dai, Yu Yin, Chuan Qin, Enhong Chen, Hui Xiong
2022ICDMOne Person, One Model - Learning Compound Router for Sequential Recommendation.Zhiding Liu, Mingyue Cheng, Zhi Li, Qi Liu, Enhong Chen
2022ICDMA Cognitive Solver with Autonomously Knowledge Learning for Reasoning Mathematical Answers.Jiayu Liu, Zhenya Huang, Xin Lin, Qi Liu, Jianhui Ma, Enhong Chen
2022ICIPAVT: Au-Assisted Visual Transformer for Facial Expression Recognition.Rijin Jin, Sirui Zhao, Zhongkai Hao, Yifan Xu, Tong Xu, Enhong Chen
2022IJCNNMulti-Relational Graph Convolution Network for Stock Movement Prediction.Zihao Zhou, Le Zhang, Rui Zha, Qiming Hao, Tong Xu, Di Wu, Enhong Chen
2022IJCNNText Classification via Learning Semantic Dependency and Association.Guanqi Zhu, Hanqing Tao, Han Wu, Liyi Chen, Ye Liu, Qi Liu, Enhong Chen
2022ICTAIModeling Offline Knowledge Evolution Effect for Online Knowledge Tracing.Xiaonan Zeng, Shuanghong Shen, Zhenya Huang, Enhong Chen, Yu Su, Shijin Wang
2022KDDMulti-modal Siamese Network for Entity Alignment.Liyi Chen, Zhi Li, Tong Xu, Han Wu, Zhefeng Wang, Nicholas Jing Yuan, Enhong Chen
2022KDDHierCDF: A Bayesian Network-based Hierarchical Cognitive Diagnosis Framework.Jiatong Li, Fei Wang, Qi Liu, Mengxiao Zhu, Wei Huang, Zhenya Huang, Enhong Chen, Yu Su, Shijin Wang
2022KDDIncremental Cognitive Diagnosis for Intelligent Education.Shiwei Tong, Jiayu Liu, Yuting Hong, Zhenya Huang, Le Wu, Qi Liu, Wei Huang, Enhong Chen, Dan Zhang
2022KDDDDR: Dialogue Based Doctor Recommendation for Online Medical Service.Zhi Zheng, Zhaopeng Qiu, Hui Xiong, Xian Wu, Tong Xu, Enhong Chen, Xiangyu Zhao
2022KSEMLow-Quality itDanMu Detection via Eye-Tracking Patterns.Xiangyang Liu, Weidong He, Tong Xu, Enhong Chen
2022WWWTowards Automatic Discovering of Deep Hybrid Network Architecture for Sequential Recommendation.Mingyue Cheng, Zhiding Liu, Qi Liu, Shenyang Ge, Enhong Chen
2022WWWLearning Recommenders for Implicit Feedback with Importance Resampling.Jin Chen, Defu Lian, Binbin Jin, Kai Zheng, Enhong Chen
2022WWWFast Variational AutoEncoder with Inverted Multi-Index for Collaborative Filtering.Jin Chen, Defu Lian, Binbin Jin, Xu Huang, Kai Zheng, Enhong Chen
2022WWWMulti-Granularity Residual Learning with Confidence Estimation for Time Series Prediction.Min Hou, Chang Xu, Zhi Li, Yang Liu, Weiqing Liu, Enhong Chen, Jiang Bian
2022WWWCBR: Context Bias aware Recommendation for Debiasing User Modeling and Click Prediction✱.Zhi Zheng, Zhaopeng Qiu, Tong Xu, Xian Wu, Xiangyu Zhao, Enhong Chen, Hui Xiong
2022SIGIRImproving Implicit Alternating Least Squares with Ring-based Regularization.Rui Fan, Jin Chen, Jin Zhang, Defu Lian, Enhong Chen
2022SIGIRForest-based Deep Recommender.Chao Feng, Defu Lian, Zheng Liu, Xing Xie, Le Wu, Enhong Chen
2022SIGIRPST: Measuring Skill Proficiency in Programming Exercise Process via Programming Skill Tracing.Ruixin Li, Yu Yin, Le Dai, Shuanghong Shen, Xin Lin, Yu Su, Enhong Chen
2022SIGIRAssessing Student's Dynamic Knowledge State by Exploring the Question Difficulty Effect.Shuanghong Shen, Zhenya Huang, Qi Liu, Yu Su, Shijin Wang, Enhong Chen
2022SIGIRPreference Enhanced Social Influence Modeling for Network-Aware Cascade Prediction.Likang Wu, Hao Wang, Enhong Chen, Zhi Li, Hongke Zhao, Jianhui Ma
2022SIGIRClustering based Behavior Sampling with Long Sequential Data for CTR Prediction.Yuren Zhang, Enhong Chen, Binbin Jin, Hao Wang, Min Hou, Wei Huang, Runlong Yu
2022SIGIRGraph Adaptive Semantic Transfer for Cross-domain Sentiment Classification.Kai Zhang, Qi Liu, Zhenya Huang, Mingyue Cheng, Kun Zhang, Mengdi Zhang, Wei Wu, Enhong Chen
2022SIGIRA Robust Computerized Adaptive Testing Approach in Educational Question Retrieval.Yan Zhuang, Qi Liu, Zhenya Huang, Zhi Li, Binbin Jin, Haoyang Bi, Enhong Chen, Shijin Wang
2022WISETowards Robust Recommender Systems via Triple Cooperative Defense.Qingyang Wang, Defu Lian, Chenwang Wu, Enhong Chen
2022WSDMAdaptKT: A Domain Adaptable Method for Knowledge Tracing.Song Cheng, Qi Liu, Enhong Chen, Kai Zhang, Zhenya Huang, Yu Yin, Xiaoqing Huang, Yu Su
2021AAAIHMS: A Hierarchical Solver with Dependency-Enhanced Understanding for Math Word Problem.Xin Lin, Zhenya Huang, Hongke Zhao, Enhong Chen, Qi Liu, Hao Wang, Shijin Wang
2021AAAICross-Oilfield Reservoir Classification via Multi-Scale Sensor Knowledge Transfer.Zhi Li, Zhefeng Wang, Zhicheng Wei, Xiangguang Zhou, Yijun Wang, Baoxing Huai, Qi Liu, Nicholas Jing Yuan, Renbin Gong, Enhong Chen
2021AAAIIdeography Leads Us to the Field of Cognition: A Radical-Guided Associative Model for Chinese Text Classification.Hanqing Tao, Shiwei Tong, Kun Zhang, Tong Xu, Qi Liu, Enhong Chen, Min Hou
2021AAAICoupling Macro-Sector-Micro Financial Indicators for Learning Stock Representations with Less Uncertainty.Guifeng Wang, Longbing Cao, Hongke Zhao, Qi Liu, Enhong Chen
2021AAAIMaking the Relation Matters: Relation of Relation Learning Network for Sentence Semantic Matching.Kun Zhang, Le Wu, Guangyi Lv, Meng Wang, Enhong Chen, Shulan Ruan
2021CIKMStock Trend Prediction with Multi-granularity Data: A Contrastive Learning Approach with Adaptive Fusion.Min Hou, Chang Xu, Yang Liu, Weiqing Liu, Jiang Bian, Le Wu, Zhi Li, Enhong Chen, Tie-Yan Liu
2021CIKMSIFN: A Sentiment-aware Interactive Fusion Network for Review-based Item Recommendation.Kai Zhang, Hao Qian, Qi Liu, Zhiqiang Zhang, Jun Zhou, Jianhui Ma, Enhong Chen
2021DASFAAInheritance-Guided Hierarchical Assignment for Clinical Automatic Diagnosis.Yichao Du, Pengfei Luo, Xudong Hong, Tong Xu, Zhe Zhang, Chao Ren, Yi Zheng, Enhong Chen
2021DASFAAUnpaired Multimodal Neural Machine Translation via Reinforcement Learning.Yijun Wang, Tianxin Wei, Qi Liu, Enhong Chen
2021DASFAALearning the Implicit Semantic Representation on Graph-Structured Data.Likang Wu, Zhi Li, Hongke Zhao, Qi Liu, Jun Wang, Mengdi Zhang, Enhong Chen
2021EMNLPCross Attention Augmented Transducer Networks for Simultaneous Translation.Dan Liu, Mengge Du, Xiaoxi Li, Ya Li, Enhong Chen
2021ICASSPLightspeech: Lightweight and Fast Text to Speech with Neural Architecture Search.Renqian Luo, Xu Tan, Rui Wang, Tao Qin, Jinzhu Li, Sheng Zhao, Enhong Chen, Tie-Yan Liu
2021ICCVDAE-GAN: Dynamic Aspect-aware GAN for Text-to-Image Synthesis.Shulan Ruan, Yong Zhang, Kun Zhang, Yanbo Fan, Fan Tang, Qi Liu, Enhong Chen
2021ICDMLearning Transferable User Representations with Sequential Behaviors via Contrastive Pre-training.Mingyue Cheng, Fajie Yuan, Qi Liu, Xin Xin, Enhong Chen
2021ICDMSTAN: Adversarial Network for Cross-domain Question Difficulty Prediction.Ye Huang, Wei Huang, Shiwei Tong, Zhenya Huang, Qi Liu, Enhong Chen, Jianhui Ma, Liang Wan, Shijin Wang
2021ICDMGroup-Level Cognitive Diagnosis: A Multi-Task Learning Perspective.Jie Huang, Qi Liu, Fei Wang, Zhenya Huang, Songtao Fang, Runze Wu, Enhong Chen, Yu Su, Shijin Wang
2021ICDMTechnological Knowledge Flow Forecasting through A Hierarchical Interactive Graph Neural Network.Huijie Liu, Han Wu, Le Zhang, Runlong Yu, Ye Liu, Chunli Liu, Qi Liu, Enhong Chen
2021IJCAIRegularizing Variational Autoencoder with Diversity and Uncertainty Awareness.Dazhong Shen, Chuan Qin, Chao Wang, Hengshu Zhu, Enhong Chen, Hui Xiong
2021IJCAIPreference-Adaptive Meta-Learning for Cold-Start Recommendation.Li Wang, Binbin Jin, Zhenya Huang, Hongke Zhao, Defu Lian, Qi Liu, Enhong Chen
2021IJCAIGraphMI: Extracting Private Graph Data from Graph Neural Networks.Zaixi Zhang, Qi Liu, Zhenya Huang, Hao Wang, Chengqiang Lu, Chuanren Liu, Enhong Chen
2021IJCNNA Trend-aware Investment Target Recommendation System with Heterogeneous Graph.Miao Chen, Chao Wang, Chuan Qin, Tong Xu, Jianhui Ma, Enhong Chen, Hui Xiong
2021IJCNNOntological Concept Structure Aware Knowledge Transfer for Inductive Knowledge Graph Embedding.Chao Ren, Le Zhang, Lintao Fang, Tong Xu, Zhefeng Wang, Senchao Yuan, Enhong Chen
2021KDDLawyerPAN: A Proficiency Assessment Network for Trial Lawyers.Yanqing An, Qi Liu, Han Wu, Kai Zhang, Linan Yue, Mingyue Cheng, Hongke Zhao, Enhong Chen
2021KDDDisenQNet: Disentangled Representation Learning for Educational Questions.Zhenya Huang, Xin Lin, Hao Wang, Qi Liu, Enhong Chen, Jianhui Ma, Yu Su, Wei Tong
2021KDDOnline Additive Quantization.Qi Liu, Jin Zhang, Defu Lian, Yong Ge, Jianhui Ma, Enhong Chen
2021KDDLearning Process-consistent Knowledge Tracing.Shuanghong Shen, Qi Liu, Enhong Chen, Zhenya Huang, Wei Huang, Yu Yin, Yu Su, Shijin Wang
2021KDDTriple Adversarial Learning for Influence based Poisoning Attack in Recommender Systems.Chenwang Wu, Defu Lian, Yong Ge, Zhihao Zhu, Enhong Chen
2021KDDAttentive Heterogeneous Graph Embedding for Job Mobility Prediction.Le Zhang, Ding Zhou, Hengshu Zhu, Tong Xu, Rui Zha, Enhong Chen, Hui Xiong
2021KDDModeling Context-aware Features for Cognitive Diagnosis in Student Learning.Yuqiang Zhou, Qi Liu, Jinze Wu, Fei Wang, Zhenya Huang, Wei Tong, Hui Xiong, Enhong Chen, Jianhui Ma
2021MDMUrban Crowd Density Prediction Based on Multi-relational Graph.Qiming Hao, Le Zhang, Rui Zha, Ding Zhou, Zhe Zhang, Tong Xu, Enhong Chen
2021PAKDDXCrossNet: Feature Structure-Oriented Learning for Click-Through Rate Prediction.Runlong Yu, Yuyang Ye, Qi Liu, Zihan Wang, Chunfeng Yang, Yucheng Hu, Enhong Chen
2021WWWHierarchical Personalized Federated Learning for User Modeling.Jinze Wu, Qi Liu, Zhenya Huang, Yuting Ning, Hao Wang, Enhong Chen, Jinfeng Yi, Bowen Zhou
2021WWWDrug Package Recommendation via Interaction-aware Graph Induction.Zhi Zheng, Chao Wang, Tong Xu, Dazhong Shen, Penggang Qin, Baoxing Huai, Tongzhu Liu, Enhong Chen
2021SIGIRLearning Recommender Systems with Implicit Feedback via Soft Target Enhancement.Mingyue Cheng, Fajie Yuan, Qi Liu, Shenyang Ge, Zhi Li, Runlong Yu, Defu Lian, Senchao Yuan, Enhong Chen
2021SIGIRxLightFM: Extremely Memory-Efficient Factorization Machine.Gangwei Jiang, Hao Wang, Jin Chen, Haoyu Wang, Defu Lian, Enhong Chen
2021SIGIREnhanced Representation Learning for Examination Papers with Hierarchical Document Structure.Yixiao Ma, Shiwei Tong, Ye Liu, Likang Wu, Qi Liu, Enhong Chen, Wei Tong, Zi Yan
2021SIGIRFight Fire with Fire: Towards Robust Recommender Systems via Adversarial Poisoning Training.Chenwang Wu, Defu Lian, Yong Ge, Zhihao Zhu, Enhong Chen, Senchao Yuan
2021WSDMFederated Deep Knowledge Tracing.Jinze Wu, Zhenya Huang, Qi Liu, Defu Lian, Hao Wang, Enhong Chen, Haiping Ma, Shijin Wang
2021WSDMMulti-Interactive Attention Network for Fine-grained Feature Learning in CTR Prediction.Kai Zhang, Hao Qian, Qing Cui, Qi Liu, Longfei Li, Jun Zhou, Jianhui Ma, Enhong Chen
2020AAAIFine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine Translation.Junliang Guo, Xu Tan, Linli Xu, Tao Qin, Enhong Chen, Tie-Yan Liu
2020AAAIA Variational Point Process Model for Social Event Sequences.Zhen Pan, Zhenya Huang, Defu Lian, Enhong Chen
2020AAAINeural Cognitive Diagnosis for Intelligent Education Systems.Fei Wang, Qi Liu, Enhong Chen, Zhenya Huang, Yuying Chen, Yu Yin, Zai Huang, Shijin Wang
2020AAAIGraph Convolutional Networks with Markov Random Field Reasoning for Social Spammer Detection.Yongji Wu, Defu Lian, Yiheng Xu, Le Wu, Enhong Chen
2020AAAIEstimating Early Fundraising Performance of Innovations via Graph-Based Market Environment Model.Likang Wu, Zhi Li, Hongke Zhao, Zhen Pan, Qi Liu, Enhong Chen
2020ACLJointly Masked Sequence-to-Sequence Model for Non-Autoregressive Neural Machine Translation.Junliang Guo, Linli Xu, Enhong Chen
2020APWEBPredicting Human Mobility with Self-attention and Feature Interaction.Jingang Jiang, Shuo Tao, Defu Lian, Zhenya Huang, Enhong Chen
2020APWEBAuthor Contributed Representation for Scholarly Network.Binglei Wang, Tong Xu, Hao Wang, Yanmin Chen, Le Zhang, Lintao Fang, Guiquan Liu, Enhong Chen
2020ICDMQuality meets Diversity: A Model-Agnostic Framework for Computerized Adaptive Testing.Haoyang Bi, Haiping Ma, Zhenya Huang, Yu Yin, Qi Liu, Enhong Chen, Yu Su, Shijin Wang
2020ICDMSTGCN: A Spatial-Temporal Aware Graph Learning Method for POI Recommendation.Haoyu Han, Mengdi Zhang, Min Hou, Fuzheng Zhang, Zhongyuan Wang, Enhong Chen, Hongwei Wang, Jianhui Ma, Qi Liu
2020ICDMTechnical Phrase Extraction for Patent Mining: A Multi-level Approach.Ye Liu, Han Wu, Zhenya Huang, Hao Wang, Jianhui Ma, Qi Liu, Enhong Chen, Hanqing Tao, Ke Rui
2020ICDMStructure-based Knowledge Tracing: An Influence Propagation View.Shiwei Tong, Qi Liu, Wei Huang, Zhenya Huang, Enhong Chen, Chuanren Liu, Haiping Ma, Shijin Wang
2020ICDMExploiting Knowledge Hierarchy for Finding Similar Exercises in Online Education Systems.Wei Tong, Shiwei Tong, Wei Huang, Liyang He, Jianhui Ma, Qi Liu, Enhong Chen
2020IJCAITowards Explainable Conversational Recommendation.Zhongxia Chen, Xiting Wang, Xing Xie, Mehul Parsana, Akshay Soni, Xiang Ao, Enhong Chen
2020KDDEnterprise Cooperation and Competition Analysis with a Sign-Oriented Preference Network.Le Dai, Yu Yin, Chuan Qin, Tong Xu, Xiangnan He, Enhong Chen, Hui Xiong
2020KDDASGN: An Active Semi-supervised Graph Neural Network for Molecular Property Prediction.Zhongkai Hao, Chengqiang Lu, Zhenya Huang, Hao Wang, Zheyuan Hu, Qi Liu, Enhong Chen, Cheekong Lee
2020KDDGeography-Aware Sequential Location Recommendation.Defu Lian, Yongji Wu, Yong Ge, Xing Xie, Enhong Chen
2020KSEMMMEA: Entity Alignment for Multi-modal Knowledge Graph.Liyi Chen, Zhi Li, Yijun Wang, Tong Xu, Zhefeng Wang, Enhong Chen
2020WWWPersonalized Ranking with Importance Sampling.Defu Lian, Qi Liu, Enhong Chen
2020WWWLightRec: A Memory and Search-Efficient Recommender System.Defu Lian, Haoyu Wang, Zheng Liu, Jianxun Lian, Enhong Chen, Xing Xie
2020WWWPersonalized Employee Training Course Recommendation with Career Development Awareness.Chao Wang, Hengshu Zhu, Chen Zhu, Xi Zhang, Enhong Chen, Hui Xiong
2020WWWLarge-Scale Talent Flow Embedding for Company Competitive Analysis.Le Zhang, Tong Xu, Hengshu Zhu, Chuan Qin, Qingxin Meng, Hui Xiong, Enhong Chen
2020SIGIRNeural Mathematical Solver with Enhanced Formula Structure.Zhenya Huang, Qi Liu, Weibo Gao, Jinze Wu, Yu Yin, Hao Wang, Enhong Chen
2020SIGIRConvolutional Knowledge Tracing: Modeling Individualization in Student Learning Process.Shuanghong Shen, Qi Liu, Enhong Chen, Han Wu, Zhenya Huang, Weihao Zhao, Yu Su, Haiping Ma, Shijin Wang
2019AAAIEstimating the Days to Success of Campaigns in Crowdfunding: A Deep Survival Perspective.Binbin Jin, Hongke Zhao, Enhong Chen, Qi Liu, Yong Ge
2019AAAIDRr-Net: Dynamic Re-Read Network for Sentence Semantic Matching.Kun Zhang, Guangyi Lv, Linyuan Wang, Le Wu, Enhong Chen, Fangzhao Wu, Xing Xie
2019AAAIInteractive Attention Transfer Network for Cross-Domain Sentiment Classification.Kai Zhang, Hefu Zhang, Qi Liu, Hongke Zhao, Hengshu Zhu, Enhong Chen
2019ACLBudgeted Policy Learning for Task-Oriented Dialogue Systems.Zhirui Zhang, Xiujun Li, Jianfeng Gao, Enhong Chen
2019CIKMTracking Top-k Influential Users with Relative Errors.Yu Yang, Zhefeng Wang, Tianyuan Jin, Jian Pei, Enhong Chen
2019CIKMDIRT: Deep Learning Enhanced Item Response Theory for Cognitive Diagnosis.Song Cheng, Qi Liu, Enhong Chen, Zai Huang, Zhenya Huang, Yiying Chen, Haiping Ma, Guoping Hu
2019CIKMHierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach.Wei Huang, Enhong Chen, Qi Liu, Yuying Chen, Zai Huang, Yang Liu, Zhou Zhao, Dan Zhang, Shijin Wang
2019CIKMExploring Multi-Objective Exercise Recommendations in Online Education Systems.Zhenya Huang, Qi Liu, Chengxiang Zhai, Yu Yin, Enhong Chen, Weibo Gao, Guoping Hu
2019DASFAASentiment Classification by Leveraging the Shared Knowledge from a Sequence of Domains.Guangyi Lv, Shuai Wang, Bing Liu, Enhong Chen, Kun Zhang
2019ICDMAlpha-Beta Sampling for Pairwise Ranking in One-Class Collaborative Filtering.Mingyue Cheng, Runlong Yu, Qi Liu, Vincent W. Zheng, Hongke Zhao, Hefu Zhang, Enhong Chen
2019ICDMConstructing Educational Concept Maps with Multiple Relationships from Multi-Source Data.Xiaoqing Huang, Qi Liu, Chao Wang, Haoyu Han, Jianhui Ma, Enhong Chen, Yu Su, Shijin Wang
2019ICDMDeep Technology Tracing for High-Tech Companies.Han Wu, Kun Zhang, Guangyi Lv, Qi Liu, Runlong Yu, Weihao Zhao, Enhong Chen, Jianhui Ma
2019ICDMAftershock Detection with Multi-scale Description Based Neural Network.Qi Zhang, Tong Xu, Hengshu Zhu, Lifu Zhang, Hui Xiong, Enhong Chen, Qi Liu
2019ICLRUniversal Stagewise Learning for Non-Convex Problems with Convergence on Averaged Solutions.Zaiyi Chen, Zhuoning Yuan, Jinfeng Yi, Bowen Zhou, Enhong Chen, Tianbao Yang
2019IJCAICo-Attentive Multi-Task Learning for Explainable Recommendation.Zhongxia Chen, Xiting Wang, Xing Xie, Tong Wu, Guoqing Bu, Yining Wang, Enhong Chen
2019IJCAIExplainable Fashion Recommendation: A Semantic Attribute Region Guided Approach.Min Hou, Le Wu, Enhong Chen, Zhi Li, Vincent W. Zheng, Qi Liu
2019IJCAIGraph Convolutional Networks on User Mobility Heterogeneous Graphs for Social Relationship Inference.Yongji Wu, Defu Lian, Shuowei Jin, Enhong Chen
2019IJCAITrend-Aware Tensor Factorization for Job Skill Demand Analysis.Xunxian Wu, Tong Xu, Hengshu Zhu, Le Zhang, Enhong Chen, Hui Xiong
2019KDDExploiting Cognitive Structure for Adaptive Learning.Qi Liu, Shiwei Tong, Chuanren Liu, Hongke Zhao, Enhong Chen, Haiping Ma, Shijin Wang
2019KDDMCNE: An End-to-End Framework for Learning Multiple Conditional Network Representations of Social Network.Hao Wang, Tong Xu, Qi Liu, Defu Lian, Enhong Chen, Dongfang Du, Han Wu, Wen Su
2019KDDQuesNet: A Unified Representation for Heterogeneous Test Questions.Yu Yin, Qi Liu, Zhenya Huang, Enhong Chen, Wei Tong, Shijin Wang, Yu Su
2019PAKDDGossiping the Videos: An Embedding-Based Generative Adversarial Framework for Time-Sync Comments Generation.Guangyi Lv, Tong Xu, Qi Liu, Enhong Chen, Weidong He, Mingxiao An, Zhongming Chen
2019PAKDDContext-Aware Dual-Attention Network for Natural Language Inference.Kun Zhang, Guangyi Lv, Enhong Chen, Le Wu, Qi Liu, C. L. Philip Chen
2019WWWLarge-Scale Talent Flow Forecast with Dynamic Latent Factor Model?Le Zhang, Hengshu Zhu, Tong Xu, Chen Zhu, Chuan Qin, Hui Xiong, Enhong Chen
2018AAAIExercise-Enhanced Sequential Modeling for Student Performance Prediction.Yu Su, Qingwen Liu, Qi Liu, Zhenya Huang, Yu Yin, Enhong Chen, Chris H. Q. Ding, Si Wei, Guoping Hu
2018AAAIConfidence-Aware Matrix Factorization for Recommender Systems.Chao Wang, Qi Liu, Runze Wu, Enhong Chen, Chuanren Liu, Xunpeng Huang, Zhenya Huang
2018AAAIJoint Training for Neural Machine Translation Models with Monolingual Data.Zhirui Zhang, Shujie Liu, Mu Li, Ming Zhou, Enhong Chen
2018CIKMMultiple Pairwise Ranking with Implicit Feedback.Runlong Yu, Yunzhou Zhang, Yuyang Ye, Le Wu, Chao Wang, Qi Liu, Enhong Chen
2018CoNLLBidirectional Generative Adversarial Networks for Neural Machine Translation.Zhirui Zhang, Shujie Liu, Mu Li, Ming Zhou, Enhong Chen
2018DASFAAEnhancing Network Embedding with Auxiliary Information: An Explicit Matrix Factorization Perspective.Junliang Guo, Linli Xu, Xunpeng Huang, Enhong Chen
2018DASFAAPatent Quality Valuation with Deep Learning Models.Hongjie Lin, Hao Wang, Dongfang Du, Han Wu, Biao Chang, Enhong Chen
2018DASFAAMT-MCD: A Multi-task Cognitive Diagnosis Framework for Student Assessment.Tianyu Zhu, Qi Liu, Zhenya Huang, Enhong Chen, Defu Lian, Yu Su, Guoping Hu
2018ICDEMining Density Contrast Subgraphs.Yu Yang, Lingyang Chu, Yanyan Zhang, Zhefeng Wang, Jian Pei, Enhong Chen
2018ICDMTracking and Forecasting Dynamics in Crowdfunding: A Basis-Synthesis Approach.Xiaoying Ren, Linli Xu, Tianxiang Zhao, Chen Zhu, Junliang Guo, Enhong Chen
2018ICDMA United Approach to Learning Sparse Attributed Network Embedding.Hao Wang, Enhong Chen, Qi Liu, Tong Xu, Dongfang Du, Wen Su, Xiaopeng Zhang
2018ICDMExploiting Topic-Based Adversarial Neural Network for Cross-Domain Keyphrase Extraction.Yanan Wang, Qi Liu, Chuan Qin, Tong Xu, Yijun Wang, Enhong Chen, Hui Xiong
2018ICDMImage-Enhanced Multi-level Sentence Representation Net for Natural Language Inference.Kun Zhang, Guangyi Lv, Le Wu, Enhong Chen, Qi Liu, Han Wu, Fangzhao Wu
2018ICDMZero-Shot Learning: An Energy Based Approach.Tianxiang Zhao, Guiquan Liu, Le Wu, Chao Ma, Enhong Chen
2018ICMLSADAGRAD: Strongly Adaptive Stochastic Gradient Methods.Zaiyi Chen, Yi Xu, Enhong Chen, Tianbao Yang
2018IJCAIPredicting the Spatio-Temporal Evolution of Chronic Diseases in Population with Human Mobility Data.Yingzi Wang, Xiao Zhou, Anastasios Noulas, Cecilia Mascolo, Xing Xie, Enhong Chen
2018KDDFinding Similar Exercises in Online Education Systems.Qi Liu, Zai Huang, Zhenya Huang, Chuanren Liu, Enhong Chen, Yu Su, Guoping Hu
2018KDDLearning from History and Present: Next-item Recommendation via Discriminatively Exploiting User Behaviors.Zhi Li, Hongke Zhao, Qi Liu, Zhenya Huang, Tao Mei, Enhong Chen
2018KDDTranscribing Content from Structural Images with Spotlight Mechanism.Yu Yin, Zhenya Huang, Enhong Chen, Qi Liu, Fuzheng Zhang, Xing Xie, Guoping Hu
2018KDDXiaoIce Band: A Melody and Arrangement Generation Framework for Pop Music.Hongyuan Zhu, Qi Liu, Nicholas Jing Yuan, Chuan Qin, Jiawei Li, Kun Zhang, Guang Zhou, Furu Wei, Yuanchun Xu, Enhong Chen
2018KSEMUnderstand and Assess People's Procrastination by Mining Computer Usage Log.Ming He, Yan Chen, Qi Liu, Yong Ge, Enhong Chen, Guiquan Liu, Lichao Liu, Xin Li
2018NSDIMulti-Path Transport for RDMA in Datacenters.Yuanwei Lu, Guo Chen, Bojie Li, Kun Tan, Yongqiang Xiong, Peng Cheng, Jiansong Zhang, Enhong Chen, Thomas Moscibroda
2018SMCFacial Expression Recognition via Broad Learning System.Tong Zhang, Zhulin Liu, Xuehan Wang, Xiao-Fen Xing, C. L. Philip Chen, Enhong Chen
2018SIGIREnhancing Person-Job Fit for Talent Recruitment: An Ability-aware Neural Network Approach.Chuan Qin, Hengshu Zhu, Tong Xu, Chen Zhu, Liang Jiang, Enhong Chen, Hui Xiong
2018SDMMaximizing the Effect of Information Adoption: A General Framework.Tianyuan Jin, Tong Xu, Hui Zhong, Enhong Chen, Zhefeng Wang, Qi Liu
2017AAAIQuestion Difficulty Prediction for READING Problems in Standard Tests.Zhenya Huang, Qi Liu, Enhong Chen, Hongke Zhao, Mingyong Gao, Si Wei, Yu Su, Guoping Hu
2017AAAIA Context-Enriched Neural Network Method for Recognizing Lexical Entailment.Kun Zhang, Enhong Chen, Qi Liu, Chuanren Liu, Guangyi Lv
2017APWEBIncorporating User Preferences Across Multiple Topics into Collaborative Filtering for Personalized Merchant Recommendation.Yunfeng Chen, Lei Zhang, Xin Li, Yu Zong, Guiquan Liu, Enhong Chen
2017CIKMTracking Knowledge Proficiency of Students with Educational Priors.Yuying Chen, Qi Liu, Zhenya Huang, Le Wu, Enhong Chen, Runze Wu, Yu Su, Guoping Hu
2017CIKMAn Ad CTR Prediction Method Based on Feature Learning of Deep and Shallow Layers.Zai Huang, Zhen Pan, Qi Liu, Bai Long, Haiping Ma, Enhong Chen
2017DASFAASocial User Profiling: A Social-Aware Topic Modeling Perspective.Chao Ma, Chen Zhu, Yanjie Fu, Hengshu Zhu, Guiquan Liu, Enhong Chen