| 2026 | AAAI | MCPTox: A Benchmark for Tool Poisoning on Real-World MCP Servers. | Zhiqiang Wang, Yichao Gao, Yanting Wang, Suyuan Liu, Haifeng Sun, Haoran Cheng, Guanquan Shi, Haohua Du, Xiangyang Li |
| 2026 | AAAI | Scalable Mixed-Integer Optimization with Neural Constraints via Dual Decomposition. | Shuli Zeng, Sijia Zhang, Feng Wu, Shaojie Tang, Xiangyang Li |
| 2026 | ACL | GOBench: Stage-Wise Diagnostics and the Visual Paradox in Multimodal Graph Optimization. | Yinghao Chen, Wantong Xie, Shuli Zeng, Sijia Zhang, Xiaotian Pan, Feng Wu, Xiangyang Li |
| 2026 | ACL | LightMoE: Task-Aware Expert Availability Management for Memory-Efficient MoE-LLM Inference. | Puhan Luo, Yunhao Yao, Junyang Wang, Junyang Zhang, Xiangyang Li |
| 2026 | ACL | Escaping the Sisyphus Dilemma: Experience Replay for Robust Text-to-Optimization Modeling. | Wantong Xie, Yinghao Chen, Yixiang Hu, Feng Wu, Jieyang Xu, Sijia Zhang, Xiangyang Li |
| 2026 | KDD | Exploring Recommender System Evaluation: A Multi-Modal LLM Agent Framework for A/B Testing. | Wenlin Zhang, Xiangyang Li, Qiyuan Ge, Kuicai Dong, Pengyue Jia, Xiaopeng Li, Zijian Zhang, Maolin Wang, Yichao Wang, Huifeng Guo, Ruiming Tang, Xiangyu Zhao |
| 2025 | ACL | Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation. | Pengyue Jia, Derong Xu, Xiaopeng Li, Zhaocheng Du, Xiangyang Li, Yichao Wang, Yuhao Wang, Qidong Liu, Maolin Wang, Huifeng Guo, Ruiming Tang, Xiangyu Zhao |
| 2025 | ACL | CodePRM: Execution Feedback-enhanced Process Reward Model for Code Generation. | Qingyao Li, Xinyi Dai, Xiangyang Li, Weinan Zhang, Yasheng Wang, Ruiming Tang, Yong Yu |
| 2025 | ACL | CoIR: A Comprehensive Benchmark for Code Information Retrieval Models. | Xiangyang Li, Kuicai Dong, Yi Quan Lee, Wei Xia, Hao Zhang, Xinyi Dai, Yasheng Wang, Ruiming Tang |
| 2025 | ACL | CtrlA: Adaptive Retrieval-Augmented Generation via Inherent Control. | Huanshuo Liu, Hao Zhang, Zhijiang Guo, Jing Wang, Kuicai Dong, Xiangyang Li, Yi Quan Lee, Cong Zhang, Yong Liu |
| 2025 | CIKM | Prompt Tuning as User Inherent Profile Inference Machine. | Yusheng Lu, Zhaocheng Du, Xiangyang Li, Pengyue Jia, Yejing Wang, Weiwen Liu, Yichao Wang, Huifeng Guo, Ruiming Tang, Zhenhua Dong, Yongrui Duan, Xiangyu Zhao |
| 2025 | COLING | TaCIE: Enhancing Instruction Comprehension in Large Language Models through Task-Centred Instruction Evolution. | Jiuding Yang, Shengyao Lu, Weidong Guo, Xiangyang Li, Kaitong Yang, Yu Xu, Di Niu |
| 2025 | COLING | LLMTreeRec: Unleashing the Power of Large Language Models for Cold-Start Recommendations. | Wenlin Zhang, Chuhan Wu, Xiangyang Li, Yuhao Wang, Kuicai Dong, Yichao Wang, Xinyi Dai, Xiangyu Zhao, Huifeng Guo, Ruiming Tang |
| 2025 | ECAI | A Dynamic Service Offloading Algorithm Based on Lyapunov Optimization in Edge Computing. | Peiyan Yuan, Ming Li, Chenyang Wang, Ledong An, Xiaoyan Zhao, Junna Zhang, Xiangyang Li, Huadong Ma |
| 2025 | EMNLP | Humanity's Last Code Exam: Can Advanced LLMs Conquer Human's Hardest Code Competition? | Xiangyang Li, Xiaopeng Li, Kuicai Dong, Quanhu Zhang, Rongju Ruan, Xinyi Dai, Yasheng Wang, Ruiming Tang |
| 2025 | ICLR | Learning to Select Nodes in Branch and Bound with Sufficient Tree Representation. | Sijia Zhang, Shuli Zeng, Shaoang Li, Feng Wu, Xiangyang Li |
| 2025 | ICML | Don't Restart, Just Reuse: Reoptimizing MILPs with Dynamic Parameters. | Sijia Zhang, Shuli Zeng, Shaoang Li, Feng Wu, Shaojie Tang, Xiangyang Li |
| 2025 | IJCAI | Guiding Large Language Models in Modeling Optimization Problems via Question Partitioning. | Xiaotian Pan, Junhao Fang, Feng Wu, Sijia Zhang, Yixiang Hu, Shaoang Li, Xiangyang Li |
| 2025 | KDD | CrossLinear: Plug-and-Play Cross-Correlation Embedding for Time Series Forecasting with Exogenous Variables. | Pengfei Zhou, Yunlong Liu, Junli Liang, Qi Song, Xiangyang Li |
| 2025 | NAACL | Improving Pre-trained Language Models with Knowledge Enhancement and Filtering Framework. | Qi Zhao, Qi Song, Tian Xie, Haiyue Zhang, Hongyu Yang, Xiangyang Li |
| 2025 | WWW | LLM4Rerank: LLM-based Auto-Reranking Framework for Recommendations. | Jingtong Gao, Bo Chen, Xiangyu Zhao, Weiwen Liu, Xiangyang Li, Yichao Wang, Wanyu Wang, Huifeng Guo, Ruiming Tang |
| 2025 | WWW | SampleLLM: Optimizing Tabular Data Synthesis in Recommendations. | Jingtong Gao, Zhaocheng Du, Xiaopeng Li, Yichao Wang, Xiangyang Li, Huifeng Guo, Ruiming Tang, Xiangyu Zhao |
| 2024 | ACL | Instruction Fusion: Advancing Prompt Evolution through Hybridization. | Weidong Guo, Jiuding Yang, Kaitong Yang, Xiangyang Li, Zhuwei Rao, Yu Xu, Di Niu |
| 2024 | CIKM | LLM4MSR: An LLM-Enhanced Paradigm for Multi-Scenario Recommendation. | Yuhao Wang, Yichao Wang, Zichuan Fu, Xiangyang Li, Wanyu Wang, Yuyang Ye, Xiangyu Zhao, Huifeng Guo, Ruiming Tang |
| 2024 | CoRL | Sim-to-Real Transfer via 3D Feature Fields for Vision-and-Language Navigation. | Zihan Wang, Xiangyang Li, Jiahao Yang, Yeqi Liu, Shuqiang Jiang |
| 2024 | CVPR | Lookahead Exploration with Neural Radiance Representation for Continuous Vision-Language Navigation. | Zihan Wang, Xiangyang Li, Jiahao Yang, Yeqi Liu, Junjie Hu, Ming Jiang, Shuqiang Jiang |
| 2024 | EMNLP | MC-indexing: Effective Long Document Retrieval via Multi-view Content-aware Indexing. | Kuicai Dong, Derrick-Goh-Xin Deik, Yi Lee, Hao Zhang, Xiangyang Li, Cong Zhang, Yong Liu |
| 2024 | ICLR | PromptTTS 2: Describing and Generating Voices with Text Prompt. | Yichong Leng, Zhifang Guo, Kai Shen, Zeqian Ju, Xu Tan, Eric Liu, Yufei Liu, Dongchao Yang, Leying Zhang, Kaitao Song, Lei He, Xiangyang Li, Sheng Zhao, Tao Qin, Jiang Bian |
| 2024 | ICML | NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models. | Zeqian Ju, Yuancheng Wang, Kai Shen, Xu Tan, Detai Xin, Dongchao Yang, Eric Liu, Yichong Leng, Kaitao Song, Siliang Tang, Zhizheng Wu, Tao Qin, Xiangyang Li, Wei Ye, Shikun Zhang, Jiang Bian, Lei He, Jinyu Li, Sheng Zhao |
| 2024 | IWQoS | PPL-enc: A Personalized Pixel-Level Scheme for Video Privacy Protection. | Ruiqi Li, Jiahui Hou, Haikuo Yu, Xiangyang Li |
| 2024 | RecSys | FLIP: Fine-grained Alignment between ID-based Models and Pretrained Language Models for CTR Prediction. | Hangyu Wang, Jianghao Lin, Xiangyang Li, Bo Chen, Chenxu Zhu, Ruiming Tang, Weinan Zhang, Yong Yu |
| 2024 | WSDM | Follow the LIBRA: Guiding Fair Policy for Unified Impression Allocation via Adversarial Rewarding. | Xiaoyu Wang, Yonghui Guo, Bin Tan, Tao Yang, Dongbo Huang, Lan Xu, Hao Zhou, Xiangyang Li |
| 2023 | ACL | Plug-and-Play Document Modules for Pre-trained Models. | Chaojun Xiao, Zhengyan Zhang, Xu Han, Chi-Min Chan, Yankai Lin, Zhiyuan Liu, Xiangyang Li, Zhonghua Li, Zhao Cao, Maosong Sun |
| 2023 | CHI | MR.Brick: Designing A Remote Mixed-reality Educational Game System for Promoting Children's Social & Collaborative Skills. | Yudan Wu, Shanhe You, Zixuan Guo, Xiangyang Li, Guyue Zhou, Jiangtao Gong |
| 2023 | CVPR | KERM: Knowledge Enhanced Reasoning for Vision-and-Language Navigation. | Xiangyang Li, Zihan Wang, Jiahao Yang, Yaowei Wang, Shuqiang Jiang |
| 2023 | HCI | On the "Meaning System" of Design from Kao Gong Ji. | Xiangyang Li, Lianghua Ma |
| 2023 | ICCV | GridMM: Grid Memory Map for Vision-and-Language Navigation. | Zihan Wang, Xiangyang Li, Jiahao Yang, Yeqi Liu, Shuqiang Jiang |
| 2023 | ICML | Optimal Arms Identification with Knapsacks. | Shaoang Li, Lan Zhang, Yingqi Yu, Xiangyang Li |
| 2023 | IWQoS | Online Midgress-Sensitive Traffic Allocation for Percentile Charging in Pracitcal CDNs. | Huiyou Zhan, Haisheng Tan, Huang Xu, Chi Zhang, Hongqiu Ni, Pengfei Zhang, Weihua Shan, Xiangyang Li |
| 2023 | WSDM | AutoGen: An Automated Dynamic Model Generation Framework for Recommender System. | Chenxu Zhu, Bo Chen, Huifeng Guo, Hang Xu, Xiangyang Li, Xiangyu Zhao, Weinan Zhang, Yong Yu, Ruiming Tang |
| 2022 | CIKM | IntTower: The Next Generation of Two-Tower Model for Pre-Ranking System. | Xiangyang Li, Bo Chen, Huifeng Guo, Jingjie Li, Chenxu Zhu, Xiang Long, Sujian Li, Yichao Wang, Wei Guo, Longxia Mao, Jinxing Liu, Zhenhua Dong, Ruiming Tang |
| 2022 | EMNLP | Contrastive Learning enhanced Author-Style Headline Generation. | Hui Liu, Weidong Guo, Yige Chen, Xiangyang Li |
| 2022 | HCI | Analysis on Aesthetic Turn and Social Factors of Beijing Jade Art in the Middle of the 20 | Xiangyang Li, Tian Cao |
| 2022 | HCI | Shenzhen Maker Culture with Innovation and Entrepreneurship Policy in the Context of Belt and Road Initiatives. | Xinyue Wang, Xiangyang Li |
| 2022 | ICCAD | QCIR: Pattern Matching Based Universal Quantum Circuit Rewriting Framework. | Mingyu Chen, Yu Zhang, Yongshang Li, Zhen Wang, Jun Li, Xiangyang Li |
| 2022 | INFOCOM | Online File Caching in Latency-Sensitive Systems with Delayed Hits and Bypassing. | Chi Zhang, Haisheng Tan, Guopeng Li, Zhenhua Han, Shaofeng H.-C. Jiang, Xiangyang Li |
| 2022 | KDD | CONFLUX: A Request-level Fusion Framework for Impression Allocation via Cascade Distillation. | XiaoYu Wang, Bin Tan, Yonghui Guo, Tao Yang, Dongbo Huang, Lan Xu, Nikolaos M. Freris, Hao Zhou, Xiangyang Li |
| 2022 | MOBICOM | InFi: end-to-end learnable input filter for resource-efficient mobile-centric inference. | Mu Yuan, Lan Zhang, Fengxiang He, Xueting Tong, Xiangyang Li |
| 2022 | NAACL | Low Resource Style Transfer via Domain Adaptive Meta Learning. | Xiangyang Li, Xiang Long, Yu Xia, Sujian Li |
| 2021 | AAAI | Exploring Text-Transformers in AAAI 2021 Shared Task: COVID-19 Fake News Detection in English. | Xiangyang Li, Yu Xia, Xiang Long, Zheng Li, Sujian Li |
| 2021 | AsiaCCS | Crafting Adversarial Email Content against Machine Learning Based Spam Email Detection. | Chenran Wang, Danyi Zhang, Suye Huang, Xiangyang Li, Leah Ding |
| 2021 | ICASSP | Label-Aware Text Representation for Multi-Label Text Classification. | Hao Guo, Xiangyang Li, Lei Zhang, Jia Liu, Wei Chen |
| 2021 | ICPADS | GraFin: An Applicable Graph-based Fingerprinting Approach for Robust Indoor Localization. | Han Zheng, Yan Zhang, Lan Zhang, Hao Xia, Shaojie Bai, Guobin Shen, Tian He, Xiangyang Li |
| 2021 | WCNC | FreeBack: Blind and Distributed Rate Adaptation in LoRa-based Backscatter Networks. | Gang Huang, Panlong Yang, Hao Zhou, Yubo Yan, Xin He, Xiangyang Li |
| 2021 | WWW | Insurance Assistant: An Intelligent Platform for Video Insurance Assessment. | Shuang Peng, Minghui Yang, Fudong Wang, Xiangyang Li, Zujie Wen, Lei Liu |
| 2020 | PDCAT | Online Learning-Based Co-task Dispatching with Function Configuration in Edge Computing. | Wanli Cao, Haisheng Tan, Zhenhua Han, Shuokang Han, Mingxia Li, Xiangyang Li |
| 2020 | SP | Fooling A Deep-Learning Based Gait Behavioral Biometric System. | Honghao Guo, Zuo Wang, Benfang Wang, Xiangyang Li, Devu M. Shila |
| 2019 | AAAI | Learning Object Context for Dense Captioning. | Xiangyang Li, Shuqiang Jiang, Jungong Han |
| 2019 | CaiSE | Review-Based User Profiling: A Systematic Mapping Study. | Xin Dong, Tong Li, Xiangyang Li, Rui Song, Zhiming Ding |
| 2019 | DASC | A Novel Strategy for Barrier Confident Information Coverage in Sensor Networks. | Yalan Jiang, Lingzhi Yi, Lu Zhu, Zhenkun Jin, Xianjun Deng, Minghua Wang, Yong Liu, Xiangyang Li |
| 2019 | GLOBECOM | Performance Evaluation in Large Scale Cooperative Wireless Fusion Networks: Opportunities and Challenges. | Yuan Gao, Jiang Cao, Weigui Zhou, Chao Qing, Yang Guo, Yanchang Du, Junsong Yin, Su Hu, Xiangyang Li |
| 2019 | ICPADS | RFdesk: Record Your Objects on Desktop Using COTS RFID Devices Contactlessly. | Ziyang Chen, Panlong Yang, Gang Huang, Yuanhao Feng, Haisheng Tan, Xiangyang Li |
| 2019 | ISI | Understanding User Behaviors When Phishing Attacks Occur. | Yi Li, Kaiqi Xiong, Xiangyang Li |
| 2019 | SmartComp | Indoor Person Identification and Fall Detection through Non-intrusive Floor Seismic Sensing. | Jos Clemente, WenZhan Song, Maria Valero, Fangyu Li, Xiangyang Li |
| 2018 | INFOCOM | Finding the Stars in the Fireworks: Deep Understanding of Motion Sensor Fingerprint. | Huiqi Liu, Xiangyang Li, Lan Zhang, Yaochen Xie, Zhenan Wu, Qian Dai, Ge Chen, Chunxiao Wan |
| 2018 | IPCCC | iPand: Accurate Gesture Input with Ambient Acoustic Sensing on Hand. | Shumin Cao, Xin He, Peide Zhu, Mingshi Chen, Xiangyang Li, Panlong Yang |
| 2018 | IPCCC | Imaging Subsurface Civil Infrastructure with Smart Seismic Network. | Maria Valero, Fangyu Li, WenZhan Song, Xiangyang Li |
| 2018 | ITiCSE | Cybersecurity in liberal arts general education curriculum. | Xenia Mountrouidou, Xiangyang Li, Quinn Burke |
| 2018 | SECON | iPand: Accurate Gesture Input with Smart Acoustic Sensing on Hand. | Shumin Cao, Panlong Yang, Xiangyang Li, Mingshi Chen, Peide Zhu |
| 2017 | ISI | Raising flags: Detecting covert storage channels using relative entropy. | Josephine K. Chow, Xiangyang Li, Xenia Mountrouidou |
| 2017 | NDSS | FBS-Radar: Uncovering Fake Base Stations at Scale in the Wild. | Zhenhua Li, Weiwei Wang, Christo Wilson, Jian Chen, Chen Qian, Taeho Jung, Lan Zhang, Kebin Liu, Xiangyang Li, Yunhao Liu |
| 2017 | SIGCSE | Time Lord: Covert Timing Channel Implementation and Realistic Experimentation. | Eduardo J. Castillo, Xenia Mountrouidou, Xiangyang Li |
| 2017 | SIGCSE | Raising Flags: Detecting Covert Storage Channels Using Relative Entropy. | Josephine K. Chow, Xiangyang Li, Xenia Mountrouidou |
| 2016 | CVPR | Scene Recognition with CNNs: Objects, Scales and Dataset Bias. | Luis Herranz, Shuqiang Jiang, Xiangyang Li |
| 2016 | CW | Detail-Preserving 3D Shape Modeling from Raw Volumetric Dataset via Hessian-Constrained Local Implicit Surfaces Optimization. | Shuai Li, Dehui Yan, Xiangyang Li, Aimin Hao, Hong Qin |
| 2016 | DATE | OLITS: An Ohm's Law-like traffic splitting model based on congestion prediction. | Gaoming Du, Yanghao Ou, Xiangyang Li, Ping Song, Zhonghai Lu, Minglun Gao |
| 2016 | ICCCN | Relationship Privacy Leakage in Network Traffics. | Jie Hu, Chuang Lin, Xiangyang Li |
| 2016 | IGARSS | Equivalent validation of beam footprint detection for non-cooperative bistatic SAR. | Feifei Yan, Wenge Chang, Xiangyang Li |
| 2016 | IJCAI | Cold Start Purchase Prediction with Budgets Constraints. | Ke Hu, Xiangyang Li, Chaotian Wu |
| 2016 | MOBICOM | Martian - message broadcast via LED lights to heterogeneous smartphones: poster. | Haohua Du, Junze Han, Qiuyuan Huang, Xuesi Jian, Cheng Bo, Yu Wang, Hongli Xu, Xiangyang Li |
| 2016 | MOBICOM | Lasagna: towards deep hierarchical understanding and searching over mobile sensing data. | Cihang Liu, Lan Zhang, Zongqian Liu, Kebin Liu, Xiangyang Li, Yunhao Liu |
| 2016 | NSDI | Diamond: Nesting the Data Center Network with Wireless Rings in 3D Space. | Yong Cui, Shihan Xiao, Xin Wang, Zhenjie Yang, Chao Zhu, Xiangyang Li, Liu Yang, Ning Ge |
| 2016 | VTC | Matching Theory for Channel Allocation in Cognitive Radio Networks. | Long Cao, Hangsheng Zhao, Xiangyang Li, Jianzhao Zhang |
| 2016 | SIGCSE | Broadening the Path to Cybersecurity Profession in Predominantly Undergraduate and Liberal Arts Institutions (Abstract Only). | Xenia Mountrouidou, Xiangyang Li |
| 2015 | ICCSA | Urban Power Network Vulnerability Assessment Based on Multi-attribute Analysis. | Jun Li, Xiangyang Li, Rui Yang |
| 2015 | ICCSA | CBR Method for Risk Assessment on Power Grid Protection Under Natural Disasters: Case Representation and Retrieval. | Feng Yu, Xiangyang Li, Shiying Wang |
| 2015 | ISI | A statistical study of covert timing channels using network packet frequency. | Fangyue Chen, Yunke Wang, Heng Song, Xiangyang Li |
| 2015 | MOBICOM | See Through Walls with COTS RFID System! | Lei Yang, Qiongzheng Lin, Xiangyang Li, Tianci Liu, Yunhao Liu |
| 2015 | VRST | Interactive volumetric segmentation through least-squares optimization of local hessian-constrained implicits. | Xiangyang Li, Shuai Li, Aimin Hao, Hong Qin |
| 2014 | INFOCOM | Achieving differential privacy of data disclosure in the smart grid. | Jing Zhao, Taeho Jung, Yu Wang, Xiangyang Li |
| 2014 | IWQoS | Scalability of control planes for Software defined networks: Modeling and evaluation. | Jie Hu, Chuang Lin, Xiangyang Li, Jiwei Huang |
| 2014 | SEKE | Reducing Test Cases with Causality Partitions. | Haijun Wang, Xiaohong Guan, Qinghua Zheng, Ting Liu, Xiangyang Li, Lechen Yu, Zijiang Yang |
| 2013 | ICNC | High precision 3D measurement using area modulated phase-shifting binary patterns. | Haiqing Huang, Xiangzhong Fang, Xiangyang Li, Qingchun Lu, Hang Ren |
| 2010 | CSCWD | Cluster supply chain cooperation based on multi-agent. | Feipeng Huang, Xiangyang Li |
| 2006 | ICARCV | A Soft Sensor Based on Multiple Neural Networks Combined with Two Information Fusion Methods. | Tao Ye, Xuefeng Zhu, Xiangyang Li, Yan Li, Jun Zeng |
| 2004 | ISI | Mining Normal and Intrusive Activity Patterns for Computer Intrusion Detection. | Xiangyang Li, Nong Ye |
| 2000 | SMC | A novel self-optimizing approach for knowledge acquisition. | Dan Pan, Qilun Zheng, Guihua Wen, Xiangyang Li |
| 1994 | DEXA | An Object-Centered Application Development System. | Mohammad A. Ketabchi, Surapol Dasananda, Rani Mikkilineni, Xiangyang Li, F. Xu, M. Yan |