| 2026 | AAAI | PrivSV: Differentially Private Steering Vector for Large Language Models. | Haocheng Yang, Xiang Cheng, Chenhao Sun, Pengfei Zhang, Sen Su |
| 2026 | ACL | Learning to Edit Knowledge via Instruction-based Chain-of-Thought Prompting. | Jinhu Fu, Yan Bai, Longzhu He, Yihang Lou, Yanxiao Zhao, Li Sun, Sen Su |
| 2026 | ACL | From "Aha Moments" to Controllable Thinking: Toward Meta-Cognitive Reasoning in LRMs via Decoupled Reasoning and Control. | Rui Ha, Rui Pu, Chaozhuo Li, Li Sun, Sen Su |
| 2026 | ACL | DecIF: Improving Instruction-Following through Decomposition. | Tingfeng Hui, Pengyu Zhu, Bowen Ping, Ling Tang, Guanting Dong, Yaqi Zhang, Sen Su |
| 2026 | ACL | SEE: Signal Embedding Energy for Quantifying Noise Interference in Large Audio Language Models. | Yuanhe Zhang, Jiayu Tian, Yibo Zhang, Shilinlu Yan, Liang Lin, Zhenhong Zhou, Li Sun, Sen Su |
| 2026 | KDD | Devil's Hand: Data Poisoning Attacks to Locally Private Graph Learning Protocols. | Longzhu He, Chaozhuo Li, Peng Tang, Li Sun, Sen Su, Philip S. Yu |
| 2026 | WWW | The Devil Within, The Cure Without: Securing Locally Private Graph Learning under Poisoning. | Longzhu He, Peng Tang, Li Sun, Sen Su |
| 2026 | WWW | Heterophily-Agnostic Hypergraph Neural Networks with Riemannian Local Exchanger. | Li Sun, Ming Zhang, Wenxin Jin, Zhongtian Sun, Zhenhao Huang, Hao Peng, Sen Su, Philip S. Yu |
| 2026 | SIGIR | Separating Wheat from Chaff: Fine-Grained Defenses Against Poisoning in Multi-Perspective RAG. | Yanxiao Zhao, Longzhu He, Li Sun, Sen Su |
| 2025 | ACL | Upcycling Instruction Tuning from Dense to Mixture-of-Experts via Parameter Merging. | Tingfeng Hui, Zhenyu Zhang, Shuohuan Wang, Yu Sun, Hua Wu, Sen Su |
| 2025 | ACL | Crabs: Consuming Resource via Auto-generation for LLM-DoS Attack under Black-box Settings. | Yuanhe Zhang, Zhenhong Zhou, Wei Zhang, Xinyue Wang, Xiaojun Jia, Yang Liu, Sen Su |
| 2025 | CIKM | Unlocking the Potential of Smaller Language Models as Superior Instruction Evolvers. | Tingfeng Hui, Lulu Zhao, Guanting Dong, Yaqi Zhang, Sen Su |
| 2025 | EMNLP | Knowledge Graph-Driven Memory Editing with Directional Interventions. | Jinhu Fu, Kun Wang, Chongye Guo, Junfeng Fang, Wentao Zhang, Sen Su |
| 2025 | EMNLP | DSG-MCTS: A Dynamic Strategy-Guided Monte Carlo Tree Search for Diversified Reasoning in Large Language Models. | Rui Ha, Chaozhuo Li, Rui Pu, Litian Zhang, Xi Zhang, Sen Su |
| 2025 | EMNLP | PD³F: A Pluggable and Dynamic DoS-Defense Framework against resource consumption attacks targeting Large Language Models. | Yuanhe Zhang, Xinyue Wang, Haoran Gao, Zhenhong Zhou, Fanyu Meng, Yuyao Zhang, Sen Su |
| 2025 | EMNLP | DemonAgent: Dynamically Encrypted Multi-Backdoor Implantation Attack on LLM-based Agent. | Pengyu Zhu, Zhenhong Zhou, Yuanhe Zhang, Shilinlu Yan, Kun Wang, Sen Su |
| 2025 | ICASSP | Collaborative Personalized Federated Learning via Exponential Moving Average Optimization. | Yuqing Li, Jintao Liang, Peng Tang, Sen Su |
| 2025 | ICML | Going Deeper into Locally Differentially Private Graph Neural Networks. | Longzhu He, Chaozhuo Li, Peng Tang, Sen Su |
| 2025 | IJCNN | Differentially Private Diffusion Model for Graph Generation. | Guanhong Zhang, Xiang Cheng, Ying Zhang, Sen Su |
| 2025 | KSEM | In-Context Contrastive Learning for Temporal Knowledge Graph Reasoning. | Xingyi Li, Jiapeng Wang, Boyuan Jia, Yiheng Lyu, Xiang Cheng, Sen Su |
| 2024 | AAAI | Quantifying and Analyzing Entity-Level Memorization in Large Language Models. | Zhenhong Zhou, Jiuyang Xiang, Chaomeng Chen, Sen Su |
| 2024 | CogSci | A Federated Graph Learning Framework for Brain Connectome. | Chaomeng Chen, Sen Su |
| 2024 | EMNLP | Alignment-Enhanced Decoding: Defending Jailbreaks via Token-Level Adaptive Refining of Probability Distributions. | Quan Liu, Zhenhong Zhou, Longzhu He, Yi Liu, Wei Zhang, Sen Su |
| 2024 | IJCNN | SuperLED: Supervised Contrastive Learning based Dual Path Triple Extraction Framework. | Luyao He, Zhongbao Zhang, Sen Su, Hui Wang |
| 2022 | AAAI | A Self-Supervised Mixed-Curvature Graph Neural Network. | Li Sun, Zhongbao Zhang, Junda Ye, Hao Peng, Jiawei Zhang, Sen Su, Philip S. Yu |
| 2022 | MDM | Collecting Individual Trajectories under Local Differential Privacy. | Jianyu Yang, Xiang Cheng, Sen Su, Huizhong Sun, Changju Chen |
| 2022 | PAKDD | Few-Shot Knowledge Graph Entity Typing. | Guozhen Zhu, Zhongbao Zhang, Sen Su |
| 2022 | SIGIR | A Dual-Expert Framework for Event Argument Extraction. | Rui Li, Wenlin Zhao, Cheng Yang, Sen Su |
| 2022 | WISE | Bootstrapping Joint Entity and Relation Extraction with Reinforcement Learning. | Ming-Xia Liu, Xiang Cheng, Sen Su, Ming Kuang, Gang Li |
| 2021 | AAAI | Hyperbolic Variational Graph Neural Network for Modeling Dynamic Graphs. | Li Sun, Zhongbao Zhang, Jiawei Zhang, Feiyang Wang, Hao Peng, Sen Su, Philip S. Yu |
| 2021 | EMNLP | Treasures Outside Contexts: Improving Event Detection via Global Statistics. | Rui Li, Wenlin Zhao, Cheng Yang, Sen Su |
| 2021 | ICDE | Differentially Private Publication of Multi-Party Sequential Data. | Peng Tang, Rui Chen, Sen Su, Shanqing Guo, Lei Ju, Gaoyuan Liu |
| 2020 | AAAI | Multi-Task Learning with Generative Adversarial Training for Multi-Passage Machine Reading Comprehension. | Qiyu Ren, Xiang Cheng, Sen Su |
| 2020 | APWEB | Multiple Local Community Detection via High-Quality Seed Identification. | Jiaxu Liu, Yingxia Shao, Sen Su |
| 2020 | CIKM | UPON: User Profile Transferring across Networks. | Mengting Diao, Zhongbao Zhang, Sen Su, Shuai Gao, Huafeng Cao |
| 2020 | ECIR | Improving Knowledge Graph Embedding Using Locally and Globally Attentive Relation Paths. | Ningning Jia, Xiang Cheng, Sen Su |
| 2020 | ICASSP | Multi-Layer Content Interaction Through Quaternion Product for Visual Question Answering. | Lei Shi, Shijie Geng, Kai Shuang, Chiori Hori, Songxiang Liu, Peng Gao, Sen Su |
| 2020 | ICDM | Perfect: A Hyperbolic Embedding for Joint User and Community Alignment. | Li Sun, Zhongbao Zhang, Jiawei Zhang, Feiyang Wang, Yang Du, Sen Su, Philip S. Yu |
| 2020 | IJCAI | BANANA: when Behavior ANAlysis meets social Network Alignment. | Fuxin Ren, Zhongbao Zhang, Jiawei Zhang, Sen Su, Li Sun, Guozhen Zhu, Congying Guo |
| 2019 | ICDE | Collecting Preference Rankings Under Local Differential Privacy. | Jianyu Yang, Xiang Cheng, Sen Su, Rui Chen, Qiyu Ren, Yuhan Liu |
| 2019 | PAKDD | Topic-Level Bursty Study for Bursty Topic Detection in Microblogs. | Yakun Wang, Zhongbao Zhang, Sen Su, Muhammad Azam Zia |
| 2019 | SDM | A Novel Regularizer for Temporally Stable Learning with an Application to Twitter Topic Classification. | Yakun Wang, Ga Wu, Mohamed Reda Bouadjenek, Scott Sanner, Sen Su, Zhongbao Zhang |
| 2018 | CIKM | Hierarchical Complementary Attention Network for Predicting Stock Price Movements with News. | Qikai Liu, Xiang Cheng, Sen Su, Shuguang Zhu |
| 2018 | GLOBECOM | Efficient Multi-Pair Active Friending in Online Social Networks. | Zhongbao Zhang, Sen Su, Xu Liu, Yutong Guo, Jiaju Zhang |
| 2018 | ICDE | A Multi-Objective Optimization Approach for Question Routing in Community Question Answering Services (Extended Abstract). | Xiang Cheng, Shuguang Zhu, Sen Su, Gang Chen |
| 2018 | IJCAI | Exploring Encoder-Decoder Model for Distant Supervised Relation Extraction. | Sen Su, Ningning Jia, Xiang Cheng, Shuguang Zhu, Ruiping Li |
| 2018 | IJCAI | MASTER: across Multiple social networks, integrate Attribute and STructure Embedding for Reconciliation. | Sen Su, Li Sun, Zhongbao Zhang, Gen Li, Jielun Qu |
| 2017 | CIKM | Knowledge-based Question Answering by Jointly Generating, Copying and Paraphrasing. | Shuguang Zhu, Xiang Cheng, Sen Su, Shuang Lang |
| 2017 | IJCAI | Deep Supervised Hashing with Nonlinear Projections. | Sen Su, Gang Chen, Xiang Cheng, Rong Bi |
| 2016 | DASFAA | Followee Recommendation in Event-Based Social Networks. | Shuchen Li, Xiang Cheng, Sen Su, Le Jiang |
| 2016 | DASFAA | A Combined Collaborative Filtering Model for Social Influence Prediction in Event-Based Social Networks. | Xiao Li, Xiang Cheng, Sen Su, Shuchen Li, Jianyu Yang |
| 2016 | ECAI | Topic-Level Influencers Identification in the Microblog Sphere. | Yakun Wang, Zhongbao Zhang, Sen Su, Cheng Chang, Muhammad Azam Zia |
| 2016 | GLOBECOM | Energy Aware Virtual Network Migration. | Zhongbao Zhang, Sen Su, Kai Shuang, Weitian Li, Muhammad Azam Zia |
| 2016 | ICDE | Differentially private multi-party high-dimensional data publishing. | Sen Su, Peng Tang, Xiang Cheng, Rui Chen, Zequn Wu |
| 2016 | ICDE | Differentially private frequent itemset mining via transaction splitting. | Sen Su, Shengzhi Xu, Xiang Cheng, Zhengyi Li, Fangchun Yang |
| 2016 | ICDE | Differentially private frequent subgraph mining. | Shengzhi Xu, Sen Su, Li Xiong, Xiang Cheng, Ke Xiao |
| 2016 | ICPADS | Authenticated Spatio-Textual Similarity Joins in Untrusted Cloud Environments. | Han Yan, Xiang Cheng, Sen Su, Qiying Zhang, Jianliang Xu |
| 2016 | TrustCom | Privacy-Preserving Top-k Nearest Keyword Search on Outsourced Graphs. | Yiping Teng, Xiang Cheng, Sen Su, Rong Bi |
| 2015 | DASFAA | Privacy-Preserving Top-k Spatial Keyword Queries over Outsourced Database. | Sen Su, Yiping Teng, Xiang Cheng, Yulong Wang, Guoliang Li |
| 2015 | DASFAA | Authentication of Top-k Spatial Keyword Queries in Outsourced Databases. | Sen Su, Han Yan, Xiang Cheng, Peng Tang, Peng Xu, Jianliang Xu |
| 2015 | ICDE | Differentially private frequent sequence mining via sampling-based candidate pruning. | Shengzhi Xu, Sen Su, Xiang Cheng, Zhengyi Li, Li Xiong |
| 2015 | ICDM | Exploiting User Feedback for Expert Finding in Community Question Answering. | Xiang Cheng, Shuguang Zhu, Gang Chen, Sen Su |
| 2014 | ICDCS | T-Storm: Traffic-Aware Online Scheduling in Storm. | Jielong Xu, Zhenhua Chen, Jian Tang, Sen Su |
| 2014 | INFOCOM | Relax, but Do Not Sleep: A new perspective on Green Wireless Networking. | Chenfei Gao, Weiyi Zhang, Jian Tang, Chonggang Wang, Shihong Zou, Sen Su |
| 2013 | HPCC | Virtual Network Mapping Algorithm with Substrate Node Reliability Awareness and Shared-Path Protection. | Guangyuan Liu, Sen Su |
| 2013 | ICDM | Co-ClusterD: A Distributed Framework for Data Co-Clustering with Sequential Updates. | Sen Su, Xiang Cheng, Lixin Gao, Jiangtao Yin |
| 2012 | CCGRID | Enhanced Energy-Efficient Scheduling for Parallel Applications in Cloud. | Qingjia Huang, Sen Su, Jian Li, Peng Xu, Kai Shuang, Xiao Huang |
| 2012 | CCGRID | Reducing Operational Costs through Consolidation with Resource Prediction in the Cloud. | Jian Li, Kai Shuang, Sen Su, Qingjia Huang, Peng Xu, Xiang Cheng, Jie Wang |
| 2012 | GLOBECOM | Minimizing electricity cost in geographical virtual network embedding. | Zhongbao Zhang, Sen Su, Xinli Niu, Jiao Ma, Xiang Cheng, Kai Shuang |
| 2012 | INFOCOM | Energy-aware virtual network embedding through consolidation. | Sen Su, Zhongbao Zhang, Xiang Cheng, Yiwen Wang, Yan Luo, Jie Wang |
| 2012 | PDP | A More Efficient Hybrid Approach for Single-Packet IP Traceback. | Yulong Wang, Sen Su, Yi Yang, Ji Ren |
| 2011 | HPCC | Cost-Conscious Scheduling for Large Graph Processing in the Cloud. | Jian Li, Sen Su, Xiang Cheng, Qingjia Huang, Zhongbao Zhang |
| 2009 | ICPADS | Cowtra: A COntribution Willingness-Based Two-phase Bandwidth Resource Allocation Algorithm in P2P Network. | Cai Chen, Sen Su, Kai Shuang, Fangchun Yang |
| 2007 | DAIS | Peer-to-Peer Based QoS Registry Architecture for Web Services. | Fei Li, Fangchun Yang, Kai Shuang, Sen Su |
| 2007 | DAIS | An Improved Genetic Algorithm for Web Services Selection. | Sen Su, Chengwen Zhang, Junliang Chen |
| 2007 | ICCS | On Composite Service Optimization Across Distributed QoS Registries. | Fei Li, Fangchun Yang, Kai Shuang, Sen Su |
| 2007 | ICSOC | Q-Peer: A Decentralized QoS Registry Architecture for Web Services. | Fei Li, Fangchun Yang, Kai Shuang, Sen Su |
| 2007 | SOFSEM | A Semantic Peer-to-Peer Overlay for Web Services Discovery. | Yong Li, Fangchun Yang, Kai Shuang, Sen Su |
| 2007 | SOFSEM | Immune-Inspired Online Method for Service Interactions Detection. | Jianyin Zhang, Fangchun Yang, Kai Shuang, Sen Su |
| 2006 | AIMSA | Flexible Decision Making in Web Services Negotiation. | Yonglei Yao, Fangchun Yang, Sen Su |
| 2006 | ICCS | Using Case-Based Reasoning to Support Web Service Composition. | Ruixing Cheng, Sen Su, Fangchun Yang, Yong Li |
| 2006 | ICCS | A Peer-to-Peer Approach to Semantic Web Services Discovery. | Yong Li, Sen Su, Fangchun Yang |
| 2006 | ICCS | Precise Matching of Semantic Web Services. | Yonglei Yao, Sen Su, Fangchun Yang |
| 2006 | ICCS | Efficient Population Diversity Handling Genetic Algorithm for QoS-Aware Web Services Selection. | Chengwen Zhang, Sen Su, Junliang Chen |
| 2006 | WISE | Detecting the Web Services Feature Interactions. | Jianyin Zhang, Fangchun Yang, Sen Su |
| 2003 | PIMRC | Research on service solutions in SoftSwitch based wireless networks. | Peng Xu, Sen Su, Junliang Chen |