| 2026 | AAAI | TRACE: Trajectory-based Activation Change Estimation for Task-specific Data Selection. | Ye He, Shangzhan Li, Yuxin Zhou, Qi Shi |
| 2026 | AAAI | A Graph-Theoretical Perspective on Law Design for Multiagent Systems. | Qi Shi, Pavel Naumov |
| 2026 | ACL | SciCustom: A Framework for Custom Evaluation of Scientific Capabilities in Large Language Models. | Yiyang Gu, Junwei Yang, Junyu Luo, Ye Yuan, Bin Feng, Yingce Xia, Shufang Xie, Kaili Liu, Bohan Wu, Qi Shi, Haoran Li, Beier Xiao, Zhiping Xiao, Xiao Luo, Weizhi Zhang, Philip S. Yu, Zequn Liu, Ming Zhang |
| 2026 | ACL | AutoVecCoder: Teaching LLMs to Generate Explicitly Vectorized Code. | ShangZhan Li, Xinyu Yin, Xuanyu Jin, Ye He, Yuxin Zhou, Yuxuan Li, Xu Han, Wanxiang Che, Qi Shi, Ting Liu, Maosong Sun |
| 2026 | ACL | AutoReproduce: Automatic AI Experiment Reproduction with Paper Lineage. | Xuanle Zhao, Zilin Sang, Yuxuan Li, Qi Shi, Weilun Zhao, Shuo Wang, Duzhen Zhang, Xu Han, Zhiyuan Liu, Maosong Sun |
| 2026 | DASFAA | HIPPO: Enhancing the Table Understanding Capability of LLMs Through Hybrid-Modal Preference Optimization. | Haolan Wang, Zhenghao Liu, Xinze Li, Xiaocui Yang, Yu Gu, Yukun Yan, Qi Shi, Fangfang Li, Chong Chen, Ge Yu |
| 2025 | AAAI | Uncommon Belief in Rationality. | Qi Shi, Pavel Naumov |
| 2025 | ACL | TritonBench: Benchmarking Large Language Model Capabilities for Generating Triton Operators. | Jianling Li, Shangzhan Li, Zhenye Gao, Qi Shi, Yuxuan Li, Zefan Wang, Jiacheng Huang, WangHaojie WangHaojie, Jianrong Wang, Xu Han, Zhiyuan Liu, Maosong Sun |
| 2025 | ACL | ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation. | Xuanle Zhao, Xianzhen Luo, Qi Shi, Chi Chen, Shuo Wang, Zhiyuan Liu, Maosong Sun |
| 2025 | ACL | ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing. | Xuanle Zhao, Xuexin Liu, Haoyue Yang, Xianzhen Luo, Fanhu Zeng, Jianling Li, Qi Shi, Chi Chen |
| 2025 | ACL | LLMMapReduce: Simplified Long-Sequence Processing using Large Language Models. | Zihan Zhou, Chong Li, Xinyi Chen, Shuo Wang, Yu Chao, Zhili Li, Haoyu Wang, Qi Shi, Zhixing Tan, Xu Han, Xiaodong Shi, Zhiyuan Liu, Maosong Sun |
| 2025 | EMNLP | ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation. | Hao Chen, Yukun Yan, Sen Mei, Wanxiang Che, Zhenghao Liu, Qi Shi, Xinze Li, Yuchun Fan, Pengcheng Huang, Qiushi Xiong, Zhiyuan Liu, Maosong Sun |
| 2025 | EMNLP | ReCUT: Balancing Reasoning Length and Accuracy in LLMs via Stepwise Trails and Preference Optimization. | Zhensheng Jin, Xinze Li, Yifan Ji, Chunyi Peng, Zhenghao Liu, Qi Shi, Yukun Yan, Shuo Wang, Furong Peng, Ge Yu |
| 2025 | EMNLP | On LLM-Based Scientific Inductive Reasoning Beyond Equations. | Brian S. Lin, Jiaxin Yuan, Zihan Zhou, Shouli Wang, Shuo Wang, Cunliang Kong, Qi Shi, Yuxuan Li, Liner Yang, Zhiyuan Liu, Maosong Sun |
| 2025 | NAACL | Stealthy Jailbreak Attacks on Large Language Models via Benign Data Mirroring. | Honglin Mu, Han He, Yuxin Zhou, Yunlong Feng, Yang Xu, Libo Qin, Xiaoming Shi, Zeming Liu, Xudong Han, Qi Shi, Qingfu Zhu, Wanxiang Che |
| 2025 | WCNC | Delay-Sensitive Task Pre-Migration in SDN-Based Computing Power Networks. | Qi Shi, Yuze Jin, Wei Wang, Chenhui Gu, Zhaoyang Zhang |
| 2024 | AAAI | Responsibility in Extensive Form Games. | Qi Shi |
| 2024 | ACL | Exploring Hybrid Question Answering via Program-based Prompting. | Qi Shi, Han Cui, Haofeng Wang, Qingfu Zhu, Wanxiang Che, Ting Liu |
| 2024 | IGARSS | Mangrove Extraction in Shenzhen Area Based on Multi-Source Temporal Remote Sensing Data. | Yarong Zou, Tiantian Feng, Yang Song, Qi Shi |
| 2024 | IJCAI | Agentive Permissions in Multiagent Systems. | Qi Shi |
| 2023 | ACL | Explanation Graph Generation via Generative Pre-training over Synthetic Graphs. | Han Cui, Shangzhan Li, Yu Zhang, Qi Shi |
| 2022 | EMNLP | LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training. | Qi Shi, Qian Liu, Bei Chen, Yu Zhang, Ting Liu, Jian-Guang Lou |
| 2022 | EMNLP | TSGP: Two-Stage Generative Prompting for Unsupervised Commonsense Question Answering. | Yueqing Sun, Yu Zhang, Le Qi, Qi Shi |
| 2022 | NAACL | JointLK: Joint Reasoning with Language Models and Knowledge Graphs for Commonsense Question Answering. | Yueqing Sun, Qi Shi, Le Qi, Yu Zhang |
| 2021 | EMNLP | Logic-level Evidence Retrieval and Graph-based Verification Network for Table-based Fact Verification. | Qi Shi, Yu Zhang, Qingyu Yin, Ting Liu |
| 2020 | COLING | Learn to Combine Linguistic and Symbolic Information for Table-based Fact Verification. | Qi Shi, Yu Zhang, Qingyu Yin, Ting Liu |
| 2020 | GLOBECOM | Realizing Physical Layer Security in Large Wireless Networks using Spectrum Programmability. | Faycal Bouhafs, Frank T. H. den Hartog, Alessandro Raschell, Michael Mackay, Qi Shi, Sinan Sinanovic |
| 2020 | ISNCC | Privacy Preserving Issues in the Dynamic Internet of Things (IoT). | ine MacDermott, John Carr, Qi Shi, Mohd Rizuan Baharon, Gyu Myoung Lee |
| 2020 | NOMS | Adjusted Location Privacy Scheme for VANET Safety Applications. | Ruqayah Al-Ani, Bo Zhou, Qi Shi, Thar Baker, Mohamed Abdlhamed |
| 2018 | HPCC | A Survey on Secure Safety Applications in VANET. | Ruqayah Al-Ani, Bo Zhou, Qi Shi, Ali M. Sagheer |
| 2018 | IGARSS | Validation of Two-Way Coupled Air-Sea Model Stress and Currents Through Remotely Sensed Winds and SST. | Mark A. Bourassa, Qi Shi |
| 2018 | NOMS | AP selection algorithm based on a potential game for large IEEE 802.11 WLANs. | Alessandro Raschell, Faycal Bouhafs, Michael Mackay, Qi Shi, Jorge Ortn, Jos Ramn Gllego, Mara Canales |
| 2018 | UCC | Revocable, Decentralized Multi-Authority Access Control System. | Ruqayah R. Al-Dahhan, Qi Shi, Gyu Myoung Lee, Kashif Kifayat |
| 2017 | DeSE | Towards a Framework for the Extension and Visualisation of Cyber Security Requirements in Modelling Languages. | Curtis L. Maines, Bo Zhou, Stephen Tang, Qi Shi |
| 2017 | WCNC | Fine-Grained Radio Resource Management to Control Interference in Dense Wi-Fi Networks. | Mirghiasaldin Seyedebrahimi, Faycal Bouhafs, Alessandro Raschell, Michael Mackay, Qi Shi |
| 2016 | DeSE | Adding a Third Dimension to BPMN as a Means of Representing Cyber Security Requirements. | Curtis L. Maines, Bo Zhou, Stephen Tang, Qi Shi |
| 2016 | TrustCom | A Survey on Quantitative Evaluation of Web Service Security. | Bo Zhou, Qi Shi, Po Yang |
| 2015 | DeSE | A Selective Regression Testing Approach for Composite Web Services. | Paul Buck, Qi Shi, ine MacDermott |
| 2015 | DeSE | Detecting Intrusions in Federated Cloud Environments Using Security as a Service. | ine MacDermott, Qi Shi, Kashif Kifayat |
| 2015 | ICNC | Burst synchronization of inhibitory spiking neuronal networks. | Yiming Geng, Mengting Li, Qi Shi, Fang Han, Zhijie Wang |
| 2014 | ISIT | Polar codes for multiple descriptions. | Qi Shi, Lin Song, Chao Tian, Jun Chen, Sorina Dumitrescu |
| 2013 | CRiSIS | Misbehaviour monitoring on system-of-systems components. | Nathan Shone, Qi Shi, Madjid Merabti, Kashif Kifayat |
| 2013 | PST | Secure rendering process in cloud computing. | Mohd Rizuan Baharon, Qi Shi, David Llewellyn-Jones, Madjid Merabti |
| 2013 | UIC | Towards Efficient Collaborative Behavioural Monitoring in a System-of-Systems. | Nathan Shone, Qi Shi, Madjid Merabti, Kashif Kifayat |
| 2012 | GLOBECOM | Two-dimensional contract theory in Cognitive Radio networks. | Yanming Cao, Qi Shi, Xinbing Wang, Xiaohua Tian, Yu Cheng |
| 2012 | PERCOM | A framework for measuring security of services in ubiquitous computing environments. | Michael Kennedy, David Llewellyn-Jones, Qi Shi, Madjid Merabti |
| 2012 | TrustCom | Multiplayer Game Technology to Manage Critical Infrastructure Protection. | Laura Pla Beltran, Madjid Merabti, Qi Shi |
| 2011 | DeSE | Information Flow Monitoring: Model, Policy, and Analysis. | Brett Lempereur, Madjid Merabti, Qi Shi |
| 2009 | AINA | Towards a Context-Aware Identity Management in Mobile Ad Hoc Networks (IMMANets). | Abdullahi Arabo, Qi Shi, Madjid Merabti |
| 2006 | COMPSAC | Intrusion Detection in Pervasive Networks Based on a Chi-Square Statistic Test. | Bo Zhou, Qi Shi, Madjid Merabti |
| 2006 | ICCSA | Real-Time Intrusion Detection in Ubiquitous Networks with a String-Based Approach. | Bo Zhou, Qi Shi, Madjid Merabti |
| 2005 | COMPSAC | Buffer Overrun Prevention Through Component Composition Analysis. | David Llewellyn-Jones, Madjid Merabti, Qi Shi, Bob Askwith |
| 2005 | WETICE | Plugging a Scalable Authentication Framework into Shibboleth. | Ning Zhang, Li Yao, Jay Chin, Aleksandra Nenadic, A. McNab, Alan L. Rector, Carole A. Goble, Qi Shi |
| 2005 | SEC | Statistical Signatures for Early Detection of Flooding Denial-Of-Service Attacks. | John Haggerty, Qi Shi, Madjid Merabti |
| 2005 | SecureComm | Short Paper: Harnessing Emergent Ubiquitous Computing Properties to Prevent Malicious Code Propagation. | David Llewellyn-Jones, Madjid Merabti, Qi Shi, Bob Askwith |
| 2004 | GLOBECOM | DiDDeM: a system for early detection of TCP SYN flood attacks. | John Haggerty, Tom Berry, Qi Shi, Madjid Merabti |
| 2004 | GLOBECOM | A security framework for executables in a ubiquitous computing environment. | David Llewellyn-Jones, Madjid Merabti, Qi Shi, Bob Askwith |
| 2003 | ISCC | NetHost-Sensor: A Novel Concept in Intrusion Detection Systems. | Abiola Abimbola, Qi Shi, Madjid Merabti |
| 2002 | ACSAC | Beyond the Perimeter: the Need for Early Detection of Denial of Service Attacks. | John Haggerty, Qi Shi, Madjid Merabti |
| 2002 | SEC | The Threat From Within -An Analysis of Attacks on anInternal Network. | John Haggerty, Qi Shi, Madjid Merabti |
| 2001 | ACSAC | Requirements for a General Framework for Response to Distributed Denial-of-Service. | D. W. Gresty, Qi Shi, Madjid Merabti |
| 1997 | ACSAC | Achieving User Privacy in Mobile Networks. | Bob Askwith, Madjid Merabti, Qi Shi, K. Whiteley |
| 1996 | ACSAC | Security Issues in an EDI Environment. | Ning Zhang, Qi Shi |
| 1996 | COMPSAC | Applying Composable Security Properties to Assessment of Information Systems. | Qi Shi, Ning Zhang |
| 1996 | ICRA | Contact localization using force/torque measurements. | Xuecai Zhou, Qi Shi, Zexiang Li |
| 1995 | COMPSAC | A General Approach to Evaluation of Secure Systems. | Qi Shi, Ning Zhang |
| 1994 | COMPSAC | On analysis of secure information systems: a case study. | Qi Shi, John A. McDermid, Ning Zhang |
| 1993 | ACSAC | Applying noninterference to composition of systems: a more practical approach. | Qi Shi, John A. McDermid, Jonathan D. Moffett |
| 1993 | SRDS | Constructing Secure Distributed Systems Using Components. | Qi Shi, John A. McDermid |
| 1992 | ACSAC | Secure composition of systems. | John A. McDermid, Qi Shi |