| 2026 | AAAI | Look 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 |
| 2026 | AAAI | How Foundational Skills Influence VLM-based Embodied Agents: A Native Perspective. | Bo Peng, Pi Bu, Keyu Pan, Xinrun Xu, Yingxiu Zhao, Miao Chen, Yang Du, Lin Li, Jun Song, Tong Xu |
| 2026 | ACL | Memory-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 |
| 2026 | ACL | VIGIL: 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 |
| 2026 | ACL | Mock Worlds, Real Skills: Building Small Agentic Language Models with Synthetic Tasks, Simulated Environments, and Rubric-Based Rewards. | Yuanjie Lyu, Chengyu Wang, Lei Shen, Jun Huang, Tong Xu |
| 2026 | ACL | PRIME: A Process-Outcome Alignment Benchmark for Verifiable Reasoning in Mathematics and Engineering. | Xiangfeng Wang, Hangyu Guo, Yanlin Lai, Mitt Huang, Liang Zhao, Chengyuan Yao, Yinmin Zhang, Qi Han, Xiaoxiao Ren, Chun Yuan, Tong Xu, Zheng Ge, Xiangyu Zhang, Daxin Jiang |
| 2026 | ACL | MolSafeEval: A Benchmark for Uncovering Safety Risks in AI-Generated Molecules. | Tong Xu, Xinzhe Cao, Zhihui Zhu, Keyan Ding, Huajun Chen |
| 2026 | ACL | Learning 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 |
| 2026 | EACL | To Paraphrase or Not: Efficient Comment Detoxification with Unsupervised Detoxifiability Discrimination. | Jing Ke, Zheyong Xie, Shaosheng Cao, Tong Xu, Enhong Chen |
| 2026 | KDD | Uncertainty-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 |
| 2026 | MMM | Towards Effective Long-Video Event Prediction via Multi-level Event Semantics Mining. | Bo Peng, Yuanjie Lyu, Penggang Qin, Tong Xu |
| 2026 | WWW | Token-level Collaborative Alignment for LLM-based Generative Recommendation. | Fake Lin, Binbin Hu, Zhi Zheng, Xi Zhu, Ziqi Liu, Zhiqiang Zhang, Jun Zhou, Tong Xu |
| 2026 | SIGIR | STRIDE: Strategic Iterative Decision-Making for Retrieval-Augmented Multi-Hop Question Answering. | Wei Chen, Lili Zhao, Zhi Zheng, Huijun Hou, Tong Xu |
| 2026 | SIGIR | LLM-EDT: Large Language Models Enhanced Cross-domain Sequential Recommendation with Dual-phase Training. | Ziwei Liu, Qidong Liu, Wanyu Wang, Yejing Wang, Pengyue Jia, Tong Xu, Wei Huang, Chong Chen, Xiangyu Zhao |
| 2026 | SIGIR | ProEchoMem: Enhancing Long Video Understanding via Multi-Trace Probe-Echo Memory. | Derong Xu, Yanxin Chen, Wanyu Wang, Pengyue Jia, Chao Zhang, Maolin Wang, Yiqi Wang, Jipeng Qiang, Xuetao Wei, Hongzhi Yin, Tong Xu, Xiangyu Zhao |
| 2025 | AAAI | Multi-Branch Self-Drafting for LLM Inference Acceleration. | Zipeng Gao, Qingrong Xia, Tong Xu, Xinyu Duan, Zhi Zheng, Zhefeng Wang, Enhong Chen |
| 2025 | AAAI | Harnessing 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 |
| 2025 | ACL | AMoPO: Adaptive Multi-objective Preference Optimization without Reward Models and Reference Models. | Qi Liu, Jingqing Ruan, Hao Li, Haodong Zhao, Desheng Wang, Jiansong Chen, Guanglu Wan, Xunliang Cai, Zhi Zheng, Tong Xu |
| 2025 | ACL | Streamlining the Collaborative Chain of Models into A Single Forward Pass in Generation-Based Tasks. | Yuanjie Lyu, Chao Zhang, Yuhao Chen, Yong Chen, Tong Xu |
| 2025 | ACL | iPET: 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 |
| 2025 | COCOON | An Improved Approximation Algorithm for the Minimum k-Star Partition Problem. | Tong Xu, Wei Yu, Zhaohui Liu |
| 2025 | COLING | MLLM-I2W: Harnessing Multimodal Large Language Model for Zero-Shot Composed Image Retrieval. | Tong Bao, Che Liu, Derong Xu, Zhi Zheng, Tong Xu |
| 2025 | CVPR | Video-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 |
| 2025 | DASFAA | Continuous Dynamic Modeling via Neural ODEs for Popularity Trajectory Prediction. | Songbo Yang, Ziwei Zhao, Zihang Chen, Haotian Zhang, Tong Xu, Mengxiao Zhu |
| 2025 | EMNLP | From Long Videos to Engaging Clips: A Human-Inspired Video Editing Framework with Multimodal Narrative Understanding. | Xiangfeng Wang, Xiao Li, Yadong Wei, Xueyu Song, Yang Song, Xiaoqiang Xia, Fangrui Zeng, Zaiyi Chen, Liu Liu, Gu Xu, Tong Xu |
| 2025 | EMNLP | Think Wider, Detect Sharper: Reinforced Reference Coverage for Document-Level Self-Contradiction Detection. | Yuhao Chen, Yuanjie Lyu, Shuochen Liu, Chao Zhang, Junhui Lv, Tong Xu |
| 2025 | EMNLP | Following Occam's Razor: Dynamic Combination of Structured Knowledge for Multi-Hop Question Answering using LLMs. | Wei Chen, Zhi Zheng, Lili Zhao, Huijun Hou, Tong Xu |
| 2025 | EMNLP | Think and Recall: Layer-Level Prompting for Lifelong Model Editing. | Jinke Wang, Zenan Ying, Qi Liu, Wei Chen, Tong Xu, Huijun Hou, Zhi Zheng |
| 2025 | ICIP | DGRGaze: 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 |
| 2025 | IROS | Decremental Dynamics Planning for Robot Navigation. | Yuanjie Lu, Tong Xu, Linji Wang, Nick Hawes, Xuesu Xiao |
| 2025 | IROS | Reward Training Wheels: Adaptive Auxiliary Rewards for Robotics Reinforcement Learning. | Linji Wang, Tong Xu, Yuanjie Lu, Xuesu Xiao |
| 2025 | IROS | VertiSelector: Automatic Curriculum Learning for Wheeled Mobility on Vertically Challenging Terrain. | Tong Xu, Chenhui Pan, Xuesu Xiao |
| 2025 | KDD | GLINT-RU: Gated Lightweight Intelligent Recurrent Units for Sequential Recommender Systems. | Sheng Zhang, Maolin Wang, Wanyu Wang, Jingtong Gao, Xiangyu Zhao, Yu Yang, Xuetao Wei, Zitao Liu, Tong Xu |
| 2025 | KDD | NoteLLM-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 |
| 2025 | KSEM | SoMORE: Social Context-Aware MLLM for Video Character Search. | Xin Kou, Wenjun Peng, Tong Xu |
| 2025 | KSEM | Generating Event-Oriented Attribution for Movies via Two-Stage Prefix-Enhanced Multimodal LLM. | Yuanjie Lyu, Tong Xu, Zihan Niu, Bo Peng, Jing Ke |
| 2025 | RE | Requirements Dependency Driven Test Case Generation: An Automotive Industry Practice. | Tong Xu, Zheng Zhou, Xiaohong Chen, Zhiyi Xue, Yi Zhao, Min Zhang, Zhi Jin |
| 2025 | WWW | Untitled record | Pengfei Luo, Jingbo Zhou, Tong Xu, Yuan Xia, Linli Xu, Enhong Chen |
| 2025 | SIGIR | PaRT: Enhancing Proactive Social Chatbots with Personalized Real-Time Retrieval. | Zihan Niu, Zheyong Xie, Shaosheng Cao, Chonggang Lu, Zheyu Ye, Tong Xu, Zuozhu Liu, Yan Gao, Jia Chen, Zhe Xu, Yi Wu, Yao Hu |
| 2024 | ACL | Visualization Recommendation with Prompt-based Reprogramming of Large Language Models. | Xinhang Li, Jingbo Zhou, Wei Chen, Derong Xu, Tong Xu, Enhong Chen |
| 2024 | APWEB | Modal Complementarity Based on Multimodal Large Language Model for Text-Based Person Retrieval. | Tong Bao, Tong Xu, Derong Xu, Zhi Zheng |
| 2024 | APWEB | MERGE: Multi-view Relationship Graph Network for Event-Driven Stock Movement Prediction. | Liu Che, Tong Xu, Qi Liu, Zhi Zheng, Jingyu Peng, Enhong Chen |
| 2024 | CIKM | UniMEL: 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 |
| 2024 | CIKM | Editing 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 |
| 2024 | COLING | QDMR-based Planning-and-Solving Prompting for Complex Reasoning Tasks. | Jinfeng Huang, Qiaoqiao She, Wenbin Jiang, Hua Wu, Yang Hao, Tong Xu, Feng Wu |
| 2024 | COLING | Multi-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 |
| 2024 | COLING | MRT: 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 |
| 2024 | EMNLP | FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models. | Junyi Zhu, Shuochen Liu, Yu Yu, Bo Tang, Yibo Yan, Zhiyu Li, Feiyu Xiong, Tong Xu, Matthew B. Blaschko |
| 2024 | EMNLP | Double-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 |
| 2024 | EMNLP | Retrieve-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 |
| 2024 | EMNLP | In-Context Former: Lightning-fast Compressing Context for Large Language Model. | Xiangfeng Wang, Zaiyi Chen, Tong Xu, Zheyong Xie, Yongyi He, Enhong Chen |
| 2024 | EMNLP | Granular 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 |
| 2024 | EMNLP | Mitigating 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 |
| 2024 | ICASSP | Communication-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 |
| 2024 | ICDE | Scaling 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 |
| 2024 | KDD | When 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 |
| 2024 | WWW | Collaboration-Aware Hybrid Learning for Knowledge Development Prediction. | Liyi Chen, Chuan Qin, Ying Sun, Xin Song, Tong Xu, Hengshu Zhu, Hui Xiong |
| 2024 | WWW | Large 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 |
| 2024 | WWW | NoteLLM: A Retrievable Large Language Model for Note Recommendation. | Chao Zhang, Shiwei Wu, Haoxin Zhang, Tong Xu, Yan Gao, Yao Hu, Enhong Chen |
| 2024 | WISE | Enhancing Complex Question Answering via LLM Pseudo-Document and Adaptive Retrieval. | Jin Zhou, Zhi Zheng, Yuanjie Lyu, Tong Xu |
| 2023 | AAAI | Scene-Level Sketch-Based Image Retrieval with Minimal Pairwise Supervision. | Ce Ge, Jingyu Wang, Qi Qi, Haifeng Sun, Tong Xu, Jianxin Liao |
| 2023 | AAAI | Semi-transductive Learning for Generalized Zero-Shot Sketch-Based Image Retrieval. | Ce Ge, Jingyu Wang, Qi Qi, Haifeng Sun, Tong Xu, Jianxin Liao |
| 2023 | ACL | Are You Copying My Model? Protecting the Copyright of Large Language Models for EaaS via Backdoor Watermark. | Wenjun Peng, Jingwei Yi, Fangzhao Wu, Shangxi Wu, Bin Zhu, Lingjuan Lyu, Binxing Jiao, Tong Xu, Guangzhong Sun, Xing Xie |
| 2023 | APWEB | The Way to Success: A Multi-level Attentive Embedding Framework for Proposal Teamwork Analysis in Voting-Oriented System. | Rui Zha, Ding Zhou, Le Zhang, Tong Xu |
| 2023 | BMVC | How Can Contrastive Pre-training Benefit Audio-Visual Segmentation? A Study from Supervised and Zero-shot Perspectives. | Jiarui Yu, Haoran Li, Yanbin Hao, Jinmeng Wu, Tong Xu, Shuo Wang, Xiangnan He |
| 2023 | CIKM | HEProto: 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 |
| 2023 | CIKM | Non-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 |
| 2023 | DASFAA | Few-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 |
| 2023 | GLOBECOM | BcIIS: Blockchain-Based Intelligent Identification Scheme of Massive IoT Devices. | Yi Sun, Tong Xu, Ali Kashif Bashir, Jie Liu, Marwan Omar |
| 2023 | ICASSP | BATT: Backdoor Attack with Transformation-Based Triggers. | Tong Xu, Yiming Li, Yong Jiang, Shu-Tao Xia |
| 2023 | ICDE | A Contextual Master-Slave Framework on Urban Region Graph for Urban Village Detection. | Congxi Xiao, Jingbo Zhou, Jizhou Huang, Hengshu Zhu, Tong Xu, Dejing Dou, Hui Xiong |
| 2023 | ICDE | Multimodal Biological Knowledge Graph Completion via Triple Co-Attention Mechanism. | Derong Xu, Jingbo Zhou, Tong Xu, Yuan Xia, Ji Liu, Enhong Chen, Dejing Dou |
| 2023 | ICLR | Simple and Scalable Nearest Neighbor Machine Translation. | Yuhan Dai, Zhirui Zhang, Qiuzhi Liu, Qu Cui, Weihua Li, Yichao Du, Tong Xu |
| 2023 | ICLR | Federated Nearest Neighbor Machine Translation. | Yichao Du, Zhirui Zhang, Bingzhe Wu, Lemao Liu, Tong Xu, Enhong Chen |
| 2023 | KDD | Multi-Temporal Relationship Inference in Urban Areas. | Shuangli Li, Jingbo Zhou, Ji Liu, Tong Xu, Enhong Chen, Hui Xiong |
| 2023 | KDD | Multi-Grained Multimodal Interaction Network for Entity Linking. | Pengfei Luo, Tong Xu, Shiwei Wu, Chen Zhu, Linli Xu, Enhong Chen |
| 2023 | KDD | Doctor Specific Tag Recommendation for Online Medical Record Management. | Yejing Wang, Shen Ge, Xiangyu Zhao, Xian Wu, Tong Xu, Chen Ma, Zhi Zheng |
| 2023 | KDD | Spatial Heterophily Aware Graph Neural Networks. | Congxi Xiao, Jingbo Zhou, Jizhou Huang, Tong Xu, Hui Xiong |
| 2023 | KSEM | Are GPT Embeddings Useful for Ads and Recommendation? | Wenjun Peng, Derong Xu, Tong Xu, Jianjin Zhang, Enhong Chen |
| 2023 | KSEM | Contextualized Hybrid Prompt-Tuning for Generation-Based Event Extraction. | Yuzhen Zhong, Tong Xu, Pengfei Luo |
| 2023 | SIGIR | Time-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 |
| 2022 | AAAI | Regularizing End-to-End Speech Translation with Triangular Decomposition Agreement. | Yichao Du, Zhirui Zhang, Weizhi Wang, Boxing Chen, Jun Xie, Tong Xu |
| 2022 | AAAI | GeomGCL: Geometric Graph Contrastive Learning for Molecular Property Prediction. | Shuangli Li, Jingbo Zhou, Tong Xu, Dejing Dou, Hui Xiong |
| 2022 | APNOMS | Probability Correlation Learning for Anomaly Detection based on Distribution-Constrained Autoencoder. | Jihua Wu, Lei Zhang, Cong Liu, Qi Qi, Jingyu Wang, Tong Xu, Jianxin Liao |
| 2022 | CIKM | Faithful Abstractive Summarization via Fact-aware Consistency-constrained Transformer. | Yuanjie Lyu, Chen Zhu, Tong Xu, Zikai Yin, Enhong Chen |
| 2022 | EMNLP | Towards Table-to-Text Generation with Pretrained Language Model: A Table Structure Understanding and Text Deliberating Approach. | Miao Chen, Xinjiang Lu, Tong Xu, Yanyan Li, Jingbo Zhou, Dejing Dou, Hui Xiong |
| 2022 | EMNLP | Non-Parametric Domain Adaptation for End-to-End Speech Translation. | Yichao Du, Weizhi Wang, Zhirui Zhang, Boxing Chen, Tong Xu, Jun Xie, Enhong Chen |
| 2022 | EMNLP | VIRT: 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 |
| 2022 | ICIP | AVT: Au-Assisted Visual Transformer for Facial Expression Recognition. | Rijin Jin, Sirui Zhao, Zhongkai Hao, Yifan Xu, Tong Xu, Enhong Chen |
| 2022 | IJCNN | Time-aware Neural Trip Planning Reinforced by Human Mobility. | Linlang Jiang, Jingbo Zhou, Tong Xu, Yanyan Li, Hao Chen, Dejing Dou |
| 2022 | IJCNN | A Hierarchical Reinforcement Learning Framework for Stock Selection and Portfolio. | Lijun Zha, Le Dai, Tong Xu, Di Wu |
| 2022 | IJCNN | Multi-Relational Graph Convolution Network for Stock Movement Prediction. | Zihao Zhou, Le Zhang, Rui Zha, Qiming Hao, Tong Xu, Di Wu, Enhong Chen |
| 2022 | KDD | Multi-modal Siamese Network for Entity Alignment. | Liyi Chen, Zhi Li, Tong Xu, Han Wu, Zhefeng Wang, Nicholas Jing Yuan, Enhong Chen |
| 2022 | KDD | AdaFS: Adaptive Feature Selection in Deep Recommender System. | Weilin Lin, Xiangyu Zhao, Yejing Wang, Tong Xu, Xian Wu |
| 2022 | KDD | DDR: Dialogue Based Doctor Recommendation for Online Medical Service. | Zhi Zheng, Zhaopeng Qiu, Hui Xiong, Xian Wu, Tong Xu, Enhong Chen, Xiangyu Zhao |
| 2022 | KSEM | Low-Quality itDanMu Detection via Eye-Tracking Patterns. | Xiangyang Liu, Weidong He, Tong Xu, Enhong Chen |
| 2022 | WWW | AutoField: Automating Feature Selection in Deep Recommender Systems. | Yejing Wang, Xiangyu Zhao, Tong Xu, Xian Wu |
| 2022 | WWW | CBR: 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 |
| 2022 | SIGIR | MM-Rec: Visiolinguistic Model Empowered Multimodal News Recommendation. | Chuhan Wu, Fangzhao Wu, Tao Qi, Chao Zhang, Yongfeng Huang, Tong Xu |
| 2022 | SIGIR | CAPTOR: A Crowd-Aware Pre-Travel Recommender System for Out-of-Town Users. | Haoran Xin, Xinjiang Lu, Nengjun Zhu, Tong Xu, Dejing Dou, Hui Xiong |
| 2021 | AAAI | Ideography 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 |
| 2021 | AAAI | Out-of-Town Recommendation with Travel Intention Modeling. | Haoran Xin, Xinjiang Lu, Tong Xu, Hao Liu, Jingjing Gu, Dejing Dou, Hui Xiong |
| 2021 | CHI | DailyConnect: A Mobile Aid that Assists the Understanding of Situation-based Emotions for Children with ASDs. | Chengchen Lyu, Hui Chen, Xiaolan Peng, Tong Xu, Hongan Wang |
| 2021 | DASFAA | Inheritance-Guided Hierarchical Assignment for Clinical Automatic Diagnosis. | Yichao Du, Pengfei Luo, Xudong Hong, Tong Xu, Zhe Zhang, Chao Ren, Yi Zheng, Enhong Chen |
| 2021 | DASFAA | Transportation Recommendation with Fairness Consideration. | Ding Zhou, Hao Liu, Tong Xu, Le Zhang, Rui Zha, Hui Xiong |
| 2021 | ICIS | Racial Bias During "Black Lives Matter": How Social Movement Reshapes Airbnb Host Performance. | Tong Xu, Angela Lu, Abhay Mishra, Linqi Song, Zengyan Liu |
| 2021 | IJCNN | A Trend-aware Investment Target Recommendation System with Heterogeneous Graph. | Miao Chen, Chao Wang, Chuan Qin, Tong Xu, Jianhui Ma, Enhong Chen, Hui Xiong |
| 2021 | IJCNN | Ontological Concept Structure Aware Knowledge Transfer for Inductive Knowledge Graph Embedding. | Chao Ren, Le Zhang, Lintao Fang, Tong Xu, Zhefeng Wang, Senchao Yuan, Enhong Chen |
| 2021 | KDD | TMC 2021: 2021 International Workshop on Talent and Management Computing. | Hui Xiong, Hengshu Zhu, Tong Xu, Xi Zhang |
| 2021 | KDD | Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity. | Shuangli Li, Jingbo Zhou, Tong Xu, Liang Huang, Fan Wang, Haoyi Xiong, Weili Huang, Dejing Dou, Hui Xiong |
| 2021 | KDD | Attentive Heterogeneous Graph Embedding for Job Mobility Prediction. | Le Zhang, Ding Zhou, Hengshu Zhu, Tong Xu, Rui Zha, Enhong Chen, Hui Xiong |
| 2021 | MDM | Urban Crowd Density Prediction Based on Multi-relational Graph. | Qiming Hao, Le Zhang, Rui Zha, Ding Zhou, Zhe Zhang, Tong Xu, Enhong Chen |
| 2021 | QRS | An Online Model Integration Framework for Server Resource Workload Prediction. | Tong Xu, Hua Li, Yunfei Bai |
| 2021 | WWW | Intelligent Electric Vehicle Charging Recommendation Based on Multi-Agent Reinforcement Learning. | Weijia Zhang, Hao Liu, Fan Wang, Tong Xu, Haoran Xin, Dejing Dou, Hui Xiong |
| 2021 | WWW | Drug Package Recommendation via Interaction-aware Graph Induction. | Zhi Zheng, Chao Wang, Tong Xu, Dazhong Shen, Penggang Qin, Baoxing Huai, Tongzhu Liu, Enhong Chen |
| 2021 | RO-MAN | How Many Robots Do You Want? A Cross-Cultural Exploration on User Preference and Perception of an Assistive Multi-Robot System. | Mengni Zhang, Tong Xu, Jackson Hardin, Jilly Jiaqi Cai, Johnell O. Brooks, Keith E. Green |
| 2021 | SIGMETRICS | Approximation Algorithms for Submodular Data Summarization with a Knapsack Constraint. | Kai Han, Shuang Cui, Tianshuai Zhu, Enpei Zhang, Benwei Wu, Zhizhuo Yin, Tong Xu, Shaojie Tang, He Huang |
| 2020 | APWEB | Author Contributed Representation for Scholarly Network. | Binglei Wang, Tong Xu, Hao Wang, Yanmin Chen, Le Zhang, Lintao Fang, Guiquan Liu, Enhong Chen |
| 2020 | EMNLP | Integrating Graph Contextualized Knowledge into Pre-trained Language Models. | Bin He, Di Zhou, Jinghui Xiao, Xin Jiang, Qun Liu, Nicholas Jing Yuan, Tong Xu |
| 2020 | IJCAI | Attention as Relation: Learning Supervised Multi-head Self-Attention for Relation Extraction. | Jie Liu, Shaowei Chen, Bingquan Wang, Jiaxin Zhang, Na Li, Tong Xu |
| 2020 | KDD | Enterprise Cooperation and Competition Analysis with a Sign-Oriented Preference Network. | Le Dai, Yu Yin, Chuan Qin, Tong Xu, Xiangnan He, Enhong Chen, Hui Xiong |
| 2020 | KDD | Competitive Analysis for Points of Interest. | Shuangli Li, Jingbo Zhou, Tong Xu, Hao Liu, Xinjiang Lu, Hui Xiong |
| 2020 | KSEM | MMEA: Entity Alignment for Multi-modal Knowledge Graph. | Liyi Chen, Zhi Li, Yijun Wang, Tong Xu, Zhefeng Wang, Enhong Chen |
| 2020 | WWW | Large-Scale Talent Flow Embedding for Company Competitive Analysis. | Le Zhang, Tong Xu, Hengshu Zhu, Chuan Qin, Qingxin Meng, Hui Xiong, Enhong Chen |
| 2020 | SIGIR | Disentangled Graph Collaborative Filtering. | Xiang Wang, Hongye Jin, An Zhang, Xiangnan He, Tong Xu, Tat-Seng Chua |
| 2019 | AAAI | A Radical-Aware Attention-Based Model for Chinese Text Classification. | Hanqing Tao, Shiwei Tong, Hongke Zhao, Tong Xu, Binbin Jin, Qi Liu |
| 2019 | AAAI | Regularizing Neural Machine Translation by Target-Bidirectional Agreement. | Zhirui Zhang, Shuangzhi Wu, Shujie Liu, Mu Li, Ming Zhou, Tong Xu |
| 2019 | EMNLP | Capsule Network with Interactive Attention for Aspect-Level Sentiment Classification. | Chunning Du, Haifeng Sun, Jingyu Wang, Qi Qi, Jianxin Liao, Tong Xu, Ming Liu |
| 2019 | ICDM | Identifying High Potential Talent: A Neural Network Based Dynamic Social Profiling Approach. | Yuyang Ye, Hengshu Zhu, Tong Xu, Fuzhen Zhuang, Runlong Yu, Hui Xiong |
| 2019 | ICDM | Aftershock Detection with Multi-scale Description Based Neural Network. | Qi Zhang, Tong Xu, Hengshu Zhu, Lifu Zhang, Hui Xiong, Enhong Chen, Qi Liu |
| 2019 | IJCAI | Trend-Aware Tensor Factorization for Job Skill Demand Analysis. | Xunxian Wu, Tong Xu, Hengshu Zhu, Le Zhang, Enhong Chen, Hui Xiong |
| 2019 | IJCNN | CSSD: Cascade Single Shot Face Detector. | Shuainan Wang, Tong Xu, Wei Li, Haifeng Sun |
| 2019 | KDD | DuerQuiz: A Personalized Question Recommender System for Intelligent Job Interview. | Chuan Qin, Hengshu Zhu, Chen Zhu, Tong Xu, Fuzhen Zhuang, Chao Ma, Jingshuai Zhang, Hui Xiong |
| 2019 | KDD | MCNE: 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 |
| 2019 | PAKDD | Gossiping 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 |
| 2019 | WWW | Large-Scale Talent Flow Forecast with Dynamic Latent Factor Model? | Le Zhang, Hengshu Zhu, Tong Xu, Chen Zhu, Chuan Qin, Hui Xiong, Enhong Chen |
| 2018 | AAAI | Measuring the Popularity of Job Skills in Recruitment Market: A Multi-Criteria Approach. | Tong Xu, Hengshu Zhu, Chen Zhu, Pan Li, Hui Xiong |
| 2018 | ICDM | A United Approach to Learning Sparse Attributed Network Embedding. | Hao Wang, Enhong Chen, Qi Liu, Tong Xu, Dongfang Du, Wen Su, Xiaopeng Zhang |
| 2018 | ICDM | Exploiting Topic-Based Adversarial Neural Network for Cross-Domain Keyphrase Extraction. | Yanan Wang, Qi Liu, Chuan Qin, Tong Xu, Yijun Wang, Enhong Chen, Hui Xiong |
| 2018 | ICIP | Convolutional Neural Network-Based Invertible Half-Pixel Interpolation Filter for Video Coding. | Ning Yan, Dong Liu, Houqiang Li, Tong Xu, Feng Wu, Bin Li |
| 2018 | IJCAI | A Joint Learning Approach to Intelligent Job Interview Assessment. | Dazhong Shen, Hengshu Zhu, Chen Zhu, Tong Xu, Chao Ma, Hui Xiong |
| 2018 | SIGIR | Enhancing 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 |
| 2018 | SDM | Maximizing the Effect of Information Adoption: A General Framework. | Tianyuan Jin, Tong Xu, Hui Zhong, Enhong Chen, Zhefeng Wang, Qi Liu |
| 2017 | ICDM | Incorporating Spatio-Temporal Smoothness for Air Quality Inference. | Xiangyu Zhao, Tong Xu, Yanjie Fu, Enhong Chen, Hao Guo |
| 2017 | IJCAI | Enhancing Campaign Design in Crowdfunding: A Product Supply Optimization Perspective. | Qi Liu, Guifeng Wang, Hongke Zhao, Chuanren Liu, Tong Xu, Enhong Chen |
| 2017 | VTC | SmartSec: A Smart Security Mechanism for the New-Flow Attack in Software-Defined Networking. | Tong Xu, Deyun Gao, Ping Dong, Tao Zheng, Jianan Sun |
| 2017 | SMC | Solving link-oriented tasks in signed network via an embedding approach. | Dongfang Du, Hao Wang, Tong Xu, Yanan Lu, Qi Liu, Enhong Chen |
| 2016 | AAAI | Reading the Videos: Temporal Labeling for Crowdsourced Time-Sync Videos Based on Semantic Embedding. | Guangyi Lv, Tong Xu, Enhong Chen, Qi Liu, Yi Zheng |
| 2016 | DASFAA | Exploring the Choice Under Conflict for Social Event Participation. | Xiangyu Zhao, Tong Xu, Qi Liu, Hao Guo |
| 2016 | ICDM | Sparse Factorization Machines for Click-through Rate Prediction. | Zhen Pan, Enhong Chen, Qi Liu, Tong Xu, Haiping Ma, Hongjie Lin |
| 2016 | KDD | Taxi Driving Behavior Analysis in Latent Vehicle-to-Vehicle Networks: A Social Influence Perspective. | Tong Xu, Hengshu Zhu, Xiangyu Zhao, Qi Liu, Hao Zhong, Enhong Chen, Hui Xiong |
| 2015 | SDM | Exploring the Impact of Dynamic Mutual Influence on Social Event Participation. | Tong Xu, Hao Zhong, Hengshu Zhu, Hui Xiong, Enhong Chen, Guannan Liu |
| 2014 | ICDM | Discovering Temporal Retweeting Patterns for Social Media Marketing Campaigns. | Guannan Liu, Yanjie Fu, Tong Xu, Hui Xiong, Guoqing Chen |
| 2013 | CIS | Random Walk with Pre-filtering for Social Link Prediction. | Ting Jin, Tong Xu, Enhong Chen, Qi Liu, Haiping Ma, Jingsong Lv, Guoping Hu |
| 2013 | ICMLC | Security and efficient data dissemination over wireless sensor network with raptor codes. | Jianxin Liao, Lei Zhang, Jingyu Wang, Minyan Liao, Qi Qi, Tong Xu |
| 2012 | GLOBECOM | Topology-aware virtual network embedding through bayesian network analysis. | Sude Qing, Qi Qi, Jingyu Wang, Tong Xu, Jianxin Liao |
| 2012 | ICDM | Towards Annotating Media Contents through Social Diffusion Analysis. | Tong Xu, Dong Liu, Enhong Chen, Huanhuan Cao, Jilei Tian |
| 2012 | ICWS | Ontology Alignment by Combining Lexical Analysis with Consequences from Reasoners. | Jianxin Liao, Xiulei Liu, Xiaomin Zhu, Tong Xu, Jingyu Wang, Haifeng Sun |
| 2011 | DAC | Decoupling for power gating: sources of power noise and design strategies. | Tong Xu, Peng Li, Boyuan Yan |
| 2011 | GLOBECOM | Niching Particle Swarm Optimization Algorithm for Service Composition. | Jianxin Liao, Yang Liu, Xiaomin Zhu, Tong Xu, Jingyu Wang |
| 2011 | ICCAD | Fast static analysis of power grids: Algorithms and implementations. | Zhiyu Zeng, Tong Xu, Zhuo Feng, Peng Li |
| 2000 | ICMI | Vision-Based Registration Using 3-D Fiducial for Augmented Reality. | Ya Zhou, Yongtian Wang, Dayuan Yan, Tong Xu |
| 2000 | IROS | 2D vision directing laser device for 3D measurement and modeling. | Andrew K. C. Wong, Tong Xu, Reda E. Fayek |
| 1993 | ICDAR | A new algorithm separating text strings from map images. | Tong Xu, Xinggang Lin |
| 1992 | ICPR | Shape and source from shading using zero crossings. | Shozo Kondo, Tong Xu, Hidenori Tanaka, Manas Sangwarasil, Kiyoaki Atsuta |