| 2026 | AAAI | Beyond Superficial Forgetting: Thorough Unlearning Through Knowledge Density Estimation and Block Re-Insertion. | Feng Guo, Yuntao Wen, Shen Gao, Junshuo Zhang, Shuo Shang |
| 2026 | ACL | PACE: Prefix-Protected and Difficulty-Aware Compression for Efficient Reasoning. | Ruixiang Feng, Yuntao Wen, Silin Zhou, Ke Shi, Yifan Wang, Ran Le, Zhenwei An, Zongchao Chen, Chen Yang, Guangyue Peng, Yiming Jia, Dongsheng Wang, Tao Zhang, Lisi Chen, Yang Song, Shen Gao, Shuo Shang |
| 2026 | ACL | DPEPO: Diverse Parallel Exploration Policy Optimization for LLM-based Agents. | JunShuo Zhang, Chengrui Huang, Feng Guo, Zihan Li, Ke Shi, Menghua Jiang, Jiguo Yu, Shuo Shang, Shen Gao |
| 2026 | SIGIR | FAVE: Flow-based Average Velocity Establishment for Sequential Recommendation. | Ke Shi, Yao Zhang, Feng Guo, Jinyuan Zhang, JunShuo Zhang, Shen Gao, Shuo Shang |
| 2026 | SECON | UniChirp: Unwrapping In-Chirp Phase Misalignment for Weak LoRa Signal Demodulation. | Hang Li, Shuai Tong, Jiarui Zhang, Shen Gao, Jiliang Wang, Jie Wu |
| 2025 | ACL | CulFiT: A Fine-grained Cultural-aware LLM Training Paradigm via Multilingual Critique Data Synthesis. | Ruixiang Feng, Shen Gao, Xiuying Chen, Lisi Chen, Shuo Shang |
| 2025 | ACL | Beyond Profile: From Surface-Level Facts to Deep Persona Simulation in LLMs. | Zixiao Wang, Duzhen Zhang, Ishita Agrawal, Shen Gao, Le Song, Xiuying Chen |
| 2025 | DASFAA | DRE: Generating Recommendation Explanations by Aligning Large Language Models at Data-Level. | Yifan Wang, Shen Gao, Jiabao Fang, Lisi Chen, Peng Han, Shuo Shang |
| 2025 | DASFAA | An Immersing Oriented Role-Playing Framework with Duplex Relationship Modeling. | Yuntao Wen, Shen Gao, Chengrui Huang, Yifan Wang, Shuo Shang |
| 2025 | EMNLP | TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation. | Chengrui Huang, Shen Gao, Zhengliang Shi, Dongsheng Wang, Shuo Shang |
| 2025 | EMNLP | CESRec: Constructing Pseudo Interactions for Sequential Recommendation via Conversational Feedback. | Yifan Wang, Shen Gao, Jiabao Fang, Rui Yan, Billy Chiu, Shuo Shang |
| 2025 | EMNLP | Lock on Target! Precision Unlearning via Directional Control. | Yuntao Wen, Ruixiang Feng, Feng Guo, Yifan Wang, Ran Le, Yang Song, Shen Gao, Shuo Shang |
| 2025 | ICDE | Real-Time Single-Source Personalized PageRank Over Evolving Social Networks. | Sujun Shuai, Xuan Rao, Lisi Chen, Shuo Shang, Shen Gao |
| 2025 | ICNP | Cloud Network Convergence Disaster Recovery Approach for Reliable Virtual Network Function. | Shen Gao |
| 2025 | ICNP | Wireless Channels as Fingerprints: Towards Collision-Free LoRa Networks. | Xinyi Liu, Shuai Tong, Hang Li, Jiliang Wang, Shen Gao, Jie Wu |
| 2025 | ICNP | Enterprise Threat Detection with Explainable AI for Cloud-Network Convergence. | Xingkai Wang, Fudi Wu, Xingwang Huang, Qiefu Wuri, Dujuan Gu, Runzi Zhang, Shen Gao |
| 2025 | IROS | Self-Sensing Liquid Crystal Elastomer Actuator with Magnetic-Thermal Synergy. | Shen Gao, Mingjun Tang, Xiao Lu, Chenghao Zhou, Yuyin Zhang, Tao Yue, Yue Wang |
| 2025 | IROS | An Intelligent Skeleton Based on Liquid Metal for Biohybrid Actuator Powered by Muscle. | Xiaoqi Lu, Yuyin Zhang, Yunajie Gan, Shen Gao, Yue Wang, Na Liu, Tao Yue |
| 2025 | KDD | Generative Next POI Recommendation with Semantic ID. | Dongsheng Wang, Yuxi Huang, Shen Gao, Yifan Wang, Chengrui Huang, Shuo Shang |
| 2025 | WWW | Tool Learning in the Wild: Empowering Language Models as Automatic Tool Agents. | Zhengliang Shi, Shen Gao, Lingyong Yan, Yue Feng, Xiuyi Chen, Zhumin Chen, Dawei Yin, Suzan Verberne, Zhaochun Ren |
| 2024 | AAAI | Confucius: Iterative Tool Learning from Introspection Feedback by Easy-to-Difficult Curriculum. | Shen Gao, Zhengliang Shi, Minghang Zhu, Bowen Fang, Xin Xin, Pengjie Ren, Zhumin Chen, Jun Ma, Zhaochun Ren |
| 2024 | ACL | 360°REA: Towards A Reusable Experience Accumulation with 360° Assessment for Multi-Agent System. | Shen Gao, Hao Li, Zhengliang Shi, Chengrui Huang, Quan Tu, Shuo Shang, Zhiliang Tian, Minlie Huang |
| 2024 | ACL | Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering. | Zhengliang Shi, Shuo Zhang, Weiwei Sun, Shen Gao, Pengjie Ren, Zhumin Chen, Zhaochun Ren |
| 2024 | COLING | Characteristic AI Agents via Large Language Models. | Xi Wang, Hongliang Dai, Shen Gao, Piji Li |
| 2024 | EMNLP | Learning to Use Tools via Cooperative and Interactive Agents. | Zhengliang Shi, Shen Gao, Xiuyi Chen, Yue Feng, Lingyong Yan, Haibo Shi, Dawei Yin, Pengjie Ren, Suzan Verberne, Zhaochun Ren |
| 2024 | WWW | Generative News Recommendation. | Shen Gao, Jiabao Fang, Quan Tu, Zhitao Yao, Zhumin Chen, Pengjie Ren, Zhaochun Ren |
| 2024 | SIGIR | Flexible and Adaptable Summarization via Expertise Separation. | Xiuying Chen, Mingzhe Li, Shen Gao, Xin Cheng, Qingqing Zhu, Rui Yan, Xin Gao, Xiangliang Zhang |
| 2023 | AAAI | Contrastive Learning Reduces Hallucination in Conversations. | Weiwei Sun, Zhengliang Shi, Shen Gao, Pengjie Ren, Maarten de Rijke, Zhaochun Ren |
| 2023 | ACL | Dialogue Summarization with Static-Dynamic Structure Fusion Graph. | Shen Gao, Xin Cheng, Mingzhe Li, Xiuying Chen, Jinpeng Li, Dongyan Zhao, Rui Yan |
| 2023 | ACL | UMSE: Unified Multi-scenario Summarization Evaluation. | Shen Gao, Zhitao Yao, Chongyang Tao, Xiuying Chen, Pengjie Ren, Zhaochun Ren, Zhumin Chen |
| 2023 | ACL | SSP: Self-Supervised Post-training for Conversational Search. | Quan Tu, Shen Gao, Xiaolong Wu, Zhao Cao, Ji-Rong Wen, Rui Yan |
| 2023 | EMNLP | Multi-Defendant Legal Judgment Prediction via Hierarchical Reasoning. | Yougang Lyu, Jitai Hao, Zihan Wang, Kai Zhao, Shen Gao, Pengjie Ren, Zhumin Chen, Fang Wang, Zhaochun Ren |
| 2023 | EMNLP | Towards a Unified Framework for Reference Retrieval and Related Work Generation. | Zhengliang Shi, Shen Gao, Zhen Zhang, Xiuying Chen, Zhumin Chen, Pengjie Ren, Zhaochun Ren |
| 2023 | SIGIR | A Topic-aware Summarization Framework with Different Modal Side Information. | Xiuying Chen, Mingzhe Li, Shen Gao, Xin Cheng, Qiang Yang, Qishen Zhang, Xin Gao, Xiangliang Zhang |
| 2022 | EMNLP | Neural Machine Translation with Contrastive Translation Memories. | Xin Cheng, Shen Gao, Lemao Liu, Dongyan Zhao, Rui Yan |
| 2022 | EMNLP | Scientific Paper Extractive Summarization Enhanced by Citation Graphs. | Xiuying Chen, Mingzhe Li, Shen Gao, Rui Yan, Xin Gao, Xiangliang Zhang |
| 2022 | EMNLP | Summarizing Procedural Text: Data and Approach. | Shen Gao, Haotong Zhang, Xiuying Chen, Rui Yan, Dongyan Zhao |
| 2022 | SIGIR | Target-aware Abstractive Related Work Generation with Contrastive Learning. | Xiuying Chen, Hind Alamro, Mingzhe Li, Shen Gao, Rui Yan, Xin Gao, Xiangliang Zhang |
| 2022 | SIGIR | Conversational Recommendation via Hierarchical Information Modeling. | Quan Tu, Shen Gao, Yanran Li, Jianwei Cui, Bin Wang, Rui Yan |
| 2022 | WSDM | HeteroQA: Learning towards Question-and-Answering through Multiple Information Sources via Heterogeneous Graph Modeling. | Shen Gao, Yuchi Zhang, Yongliang Wang, Yang Dong, Xiuying Chen, Dongyan Zhao, Rui Yan |
| 2021 | AAAI | The Style-Content Duality of Attractiveness: Learning to Write Eye-Catching Headlines via Disentanglement. | Mingzhe Li, Xiuying Chen, Min Yang, Shen Gao, Dongyan Zhao, Rui Yan |
| 2021 | ACL | Capturing Relations between Scientific Papers: An Abstractive Model for Related Work Section Generation. | Xiuying Chen, Hind Alamro, Mingzhe Li, Shen Gao, Xiangliang Zhang, Dongyan Zhao, Rui Yan |
| 2021 | ACL | BioGen: Generating Biography Summary under Table Guidance on Wikipedia. | Shen Gao, Xiuying Chen, Chang Liu, Dongyan Zhao, Rui Yan |
| 2021 | NAACL | Learning to Organize a Bag of Words into Sentences with Neural Networks: An Empirical Study. | Chongyang Tao, Shen Gao, Juntao Li, Yansong Feng, Dongyan Zhao, Rui Yan |
| 2020 | AAAI | RPM-Oriented Query Rewriting Framework for E-commerce Keyword-Based Sponsored Search (Student Abstract). | Xiuying Chen, Daorui Xiao, Shen Gao, Guojun Liu, Wei Lin, Bo Zheng, Dongyan Zhao, Rui Yan |
| 2020 | EMNLP | Selection and Generation: Learning towards Multi-Product Advertisement Post Generation. | Zhangming Chan, Yuchi Zhang, Xiuying Chen, Shen Gao, Zhiqiang Zhang, Dongyan Zhao, Rui Yan |
| 2020 | EMNLP | VMSMO: Learning to Generate Multimodal Summary for Video-based News Articles. | Mingzhe Li, Xiuying Chen, Shen Gao, Zhangming Chan, Dongyan Zhao, Rui Yan |
| 2020 | IJCAI | From Standard Summarization to New Tasks and Beyond: Summarization with Manifold Information. | Shen Gao, Xiuying Chen, Zhaochun Ren, Dongyan Zhao, Rui Yan |
| 2020 | WWW | Learning to Respond with Stickers: A Framework of Unifying Multi-Modality in Multi-Turn Dialog. | Shen Gao, Xiuying Chen, Chang Liu, Li Liu, Dongyan Zhao, Rui Yan |
| 2019 | AAAI | Abstractive Text Summarization by Incorporating Reader Comments. | Shen Gao, Xiuying Chen, Piji Li, Zhaochun Ren, Lidong Bing, Dongyan Zhao, Rui Yan |
| 2019 | EMNLP | How to Write Summaries with Patterns? Learning towards Abstractive Summarization through Prototype Editing. | Shen Gao, Xiuying Chen, Piji Li, Zhangming Chan, Dongyan Zhao, Rui Yan |
| 2019 | IJCAI | Learning towards Abstractive Timeline Summarization. | Xiuying Chen, Zhangming Chan, Shen Gao, Meng-Hsuan Yu, Dongyan Zhao, Rui Yan |
| 2019 | WSDM | Product-Aware Answer Generation in E-Commerce Question-Answering. | Shen Gao, Zhaochun Ren, Yihong Eric Zhao, Dongyan Zhao, Dawei Yin, Rui Yan |
| 2018 | EMNLP | Iterative Document Representation Learning Towards Summarization with Polishing. | Xiuying Chen, Shen Gao, Chongyang Tao, Yan Song, Dongyan Zhao, Rui Yan |
| 2018 | IJCAI | Get The Point of My Utterance! Learning Towards Effective Responses with Multi-Head Attention Mechanism. | Chongyang Tao, Shen Gao, Mingyue Shang, Wei Wu, Dongyan Zhao, Rui Yan |
| 2018 | ICWE | Distributed Stream Consistency Checking. | Shen Gao, Daniele Dell'Aglio, Jeff Z. Pan, Abraham Bernstein |
| 2018 | VTC | Optimal BS Sleeping Ratio for Energy-Delay Tradeoff in Wireless-Backhauling UDN. | Pei Li, Shen Gao, Yi Shen, Zhiwen Pan, Xiaohu You, Fei Ding |
| 2017 | NLDB | A Convolutional Neural Network Based Sentiment Classification and the Convolutional Kernel Representation. | Shen Gao, Hua-Ping Zhang, Kai Gao |
| 2015 | CLUSTER | Machines Tuning Machines: Configuring Distributed Stream Processors with Bayesian Optimization. | Lorenz Fischer, Shen Gao, Abraham Bernstein |
| 2015 | ICS | Real-Time In-Memory Checkpointing for Future Hybrid Memory Systems. | Shen Gao, Bingsheng He, Jianliang Xu |
| 2015 | ICWE | Approximate Continuous Query Answering over Streams and Dynamic Linked Data Sets. | Soheila Dehghanzadeh, Daniele Dell'Aglio, Shen Gao, Emanuele Della Valle, Alessandra Mileo, Abraham Bernstein |
| 2015 | WWW | Online View Maintenance for Continuous Query Evaluation. | Soheila Dehghanzadeh, Alessandra Mileo, Daniele Dell'Aglio, Emanuele Della Valle, Shen Gao, Abraham Bernstein |
| 2011 | CIKM | PCMLogging: reducing transaction logging overhead with PCM. | Shen Gao, Jianliang Xu, Bingsheng He, Byron Choi, Haibo Hu |
| 2010 | DASFAA | DigestJoin: Expediting Joins on Solid-State Drives. | Shen Gao, Yu Li, Jianliang Xu, Byron Choi, Haibo Hu |