| 2026 | ACL | Instant Personalized Large Language Model Adaptation via Hypernetwork. | Zhaoxuan Tan, Zixuan Zhang, Haoyang Wen, Zheng Li, Rongzhi Zhang, Pei Chen, Fengran Mo, Zheyuan Liu, Qingkai Zeng, Qingyu Yin, Meng Jiang |
| 2026 | ACL | From Personal to Collective: On the Role of Local and Global Knowledge in LLM Personalization. | Zehong Wang, Junlin Wu, Zhaoxuan Tan, Bolian Li, Xianrui Zhong, Zheli Liu, Qingkai Zeng |
| 2025 | ACL | CodeTaxo: Enhancing Taxonomy Expansion with Limited Examples via Code Language Prompts. | Qingkai Zeng, Yuyang Bai, Zhaoxuan Tan, Zhenyu Wu, Shangbin Feng, Meng Jiang |
| 2025 | ACL | Enhancing Mathematical Reasoning in LLMs by Stepwise Correction. | Zhenyu Wu, Qingkai Zeng, Zhihan Zhang, Zhaoxuan Tan, Chao Shen, Meng Jiang |
| 2025 | EMNLP | Pre-trained Models Perform the Best When Token Distributions Follow Zipf's Law. | Yanjin He, Qingkai Zeng, Meng Jiang |
| 2025 | IJCNN | MSCoT: Structured Chain-of-Thought Generation for Multiple Programming Languages. | Naizhu Jin, Zhong Li, Tian Zhang, Qingkai Zeng |
| 2025 | NAACL | Protecting Privacy in Multimodal Large Language Models with MLLMU-Bench. | Zheyuan Liu, Guangyao Dou, Mengzhao Jia, Zhaoxuan Tan, Qingkai Zeng, Yongle Yuan, Meng Jiang |
| 2025 | NDSS | BULKHEAD: Secure, Scalable, and Efficient Kernel Compartmentalization with PKS. | Yinggang Guo, Zicheng Wang, Weiheng Bai, Qingkai Zeng, Kangjie Lu |
| 2025 | SEKE | GUARD: Dual-Agent based Backdoor Defense on Chain-of-Thought in Neural Code Generation. | Naizhu Jin, Zhong Li, Tian Zhang, Qingkai Zeng |
| 2025 | SecureComm | Hamk-CFI: A Hardware-Assisted Kernel Control Flow Protection Framework for Cloud Environments. | Rui Sun, Chao Su, Qingkai Zeng |
| 2024 | CIKM | Chain-of-Layer: Iteratively Prompting Large Language Models for Taxonomy Induction from Limited Examples. | Qingkai Zeng, Yuyang Bai, Zhaoxuan Tan, Shangbin Feng, Zhenwen Liang, Zhihan Zhang, Meng Jiang |
| 2024 | COLING | ChatEL: Entity Linking with Chatbots. | Yifan Ding, Qingkai Zeng, Tim Weninger |
| 2024 | COLING | MinT: Boosting Generalization in Mathematical Reasoning via Multi-view Fine-tuning. | Zhenwen Liang, Dian Yu, Xiaoman Pan, Wenlin Yao, Qingkai Zeng, Xiangliang Zhang, Dong Yu |
| 2024 | EMNLP | Large Language Models Can Self-Correct with Key Condition Verification. | Zhenyu Wu, Qingkai Zeng, Zhihan Zhang, Zhaoxuan Tan, Chao Shen, Meng Jiang |
| 2024 | EMNLP | Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning. | Zhaoxuan Tan, Qingkai Zeng, Yijun Tian, Zheyuan Liu, Bing Yin, Meng Jiang |
| 2023 | EMNLP | Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models. | Zhihan Zhang, Shuohang Wang, Wenhao Yu, Yichong Xu, Dan Iter, Qingkai Zeng, Yang Liu, Chenguang Zhu, Meng Jiang |
| 2023 | ESORICS | AttnCall: Refining Indirect Call Targets in Binaries with Attention. | Rui Sun, Yinggang Guo, Zicheng Wang, Qingkai Zeng |
| 2022 | ACSAC | Formal Modeling and Security Analysis for Intra-level Privilege Separation. | Yinggang Guo, Zicheng Wang, Bingnan Zhong, Qingkai Zeng |
| 2022 | KDD | Automatic Controllable Product Copywriting for E-Commerce. | Xiaojie Guo, Qingkai Zeng, Meng Jiang, Yun Xiao, Bo Long, Lingfei Wu |
| 2022 | SEC | CryptKSP: A Kernel Stack Protection Model Based on AES-NI Hardware Feature. | Bingnan Zhong, Zicheng Wang, Yinggang Guo, Qingkai Zeng |
| 2021 | DSN | Catch You With Cache: Out-of-VM Introspection to Trace Malicious Executions. | Chao Su, Xuhua Ding, Qingkai Zeng |
| 2021 | ICSE | Traceability Transformed: Generating more Accurate Links with Pre-Trained BERT Models. | Jinfeng Lin, Yalin Liu, Qingkai Zeng, Meng Jiang, Jane Cleland-Huang |
| 2021 | KDD | Enhancing Taxonomy Completion with Concept Generation via Fusing Relational Representations. | Qingkai Zeng, Jinfeng Lin, Wenhao Yu, Jane Cleland-Huang, Meng Jiang |
| 2021 | NAACL | Technical Question Answering across Tasks and Domains. | Wenhao Yu, Lingfei Wu, Yu Deng, Qingkai Zeng, Ruchi Mahindru, Sinem Gven, Meng Jiang |
| 2021 | NAACL | Enhancing Factual Consistency of Abstractive Summarization. | Chenguang Zhu, William Hinthorn, Ruochen Xu, Qingkai Zeng, Michael Zeng, Xuedong Huang, Meng Jiang |
| 2021 | TrustCom | SecPT: Providing Efficient Page Table Protection based on SMAP Feature in an Untrusted Commodity Kernel. | Bingnan Zhong, Qingkai Zeng |
| 2020 | ACL | Crossing Variational Autoencoders for Answer Retrieval. | Wenhao Yu, Lingfei Wu, Qingkai Zeng, Shu Tao, Yu Deng, Meng Jiang |
| 2020 | EMNLP | A Technical Question Answering System with Transfer Learning. | Wenhao Yu, Lingfei Wu, Yu Deng, Ruchi Mahindru, Qingkai Zeng, Sinem Gven, Meng Jiang |
| 2020 | EMNLP | Tri-Train: Automatic Pre-Fine Tuning between Pre-Training and Fine-Tuning for SciNER. | Qingkai Zeng, Wenhao Yu, Mengxia Yu, Tianwen Jiang, Tim Weninger, Meng Jiang |
| 2020 | RE | Towards Semantically Guided Traceability. | Yalin Liu, Jinfeng Lin, Qingkai Zeng, Meng Jiang, Jane Cleland-Huang |
| 2020 | WWW | Experimental Evidence Extraction System in Data Science with Hybrid Table Features and Ensemble Learning. | Wenhao Yu, Wei Peng, Yu Shu, Qingkai Zeng, Meng Jiang |
| 2019 | ACISP | AMOGAP: Defending Against Man-in-the-Middle and Offline Guessing Attacks on Passwords. | Jaryn Shen, Timothy T. Yuen, Kim-Kwang Raymond Choo, Qingkai Zeng |
| 2019 | WWW | Tablepedia: Automating PDF Table Reading in an Experimental Evidence Exploration and Analytic System. | Wenhao Yu, Zongze Li, Qingkai Zeng, Meng Jiang |
| 2018 | KDD | Multi-Type Itemset Embedding for Learning Behavior Success. | Daheng Wang, Meng Jiang, Qingkai Zeng, Zachary Eberhart, Nitesh V. Chawla |
| 2017 | ICICS | Efficient Inner Product Encryption with Simulation-Based Security. | Qingsong Zhao, Qingkai Zeng, Ximeng Liu |
| 2017 | TrustCom | NodeLeaper: Lower Overhead Oblivious AVL Tree. | Yao Liu, Qingkai Zeng, Pinghai Yuan |
| 2017 | SecureComm | Optimizing TLB for Access Pattern Privacy Protection in Data Outsourcing. | Yao Liu, Qingkai Zeng, Pinghai Yuan |
| 2017 | VEE | Dancing with Wolves: Towards Practical Event-driven VMM Monitoring. | Liang Deng, Peng Liu, Jun Xu, Ping Chen, Qingkai Zeng |
| 2016 | ICSE | IntEQ: recognizing benign integer overflows via equivalence checking across multiple precisions. | Hao Sun, Xiangyu Zhang, Yunhui Zheng, Qingkai Zeng |
| 2016 | TASE | SeededFuzz: Selecting and Generating Seeds for Directed Fuzzing. | Weiguang Wang, Hao Sun, Qingkai Zeng |
| 2015 | CCS | Efficient Dynamic Tracking Technique for Detecting Integer-Overflow-to-Buffer-Overflow Vulnerability. | Hao Sun, Xiangyu Zhang, Chao Su, Qingkai Zeng |
| 2015 | RAID | Hardware-Assisted Fine-Grained Code-Reuse Attack Detection. | Pinghai Yuan, Qingkai Zeng, Xuhua Ding |
| 2015 | TrustCom | Loop-Oriented Programming: A New Code Reuse Attack to Bypass Modern Defenses. | Bingchen Lan, Yan Li, Hao Sun, Chao Su, Yao Liu, Qingkai Zeng |
| 2015 | SEKE | Improving the Accuracy of Integer Signedness Error Detection Using Data Flow Analysis. | Hao Sun, Chao Su, Yue Wang, Qingkai Zeng |
| 2015 | SEKE | Statically-Guided Fork-based Symbolic Execution for Vulnerability Detection. | Yue Wang, Hao Sun, Qingkai Zeng |
| 2015 | SEC | ISboxing: An Instruction Substitution Based Data Sandboxing for x86 Untrusted Libraries. | Liang Deng, Qingkai Zeng, Yao Liu |
| 2015 | TASE | Evaluating Initial Inputs for Concolic Testing. | Weiguang Wang, Qingkai Zeng |
| 2014 | SAC | Crashmaker: an improved binary concolic testing tool for vulnerability detection. | Bing Chen, Qingkai Zeng, Weiguang Wang |
| 2014 | TrustCom | EqualVisor: Providing Memory Protection in an Untrusted Commodity Hypervisor. | Liang Deng, Qingkai Zeng, Weiguang Wang, Yao Liu |
| 2010 | SEKE | Towards a Structured Model for Software Vulnerabilities. | Ming Huang, Yisha Lu, Qingkai Zeng |
| 2010 | SEKE | Some Improvements for More Precise Model Checking. | Zhi Zhang, Qingkai Zeng, Ming Huang |
| 2009 | NSS | A Security Calculus of Concurrent Objects for Verifying Ad Hoc Network Protocols. | Qin Li, Qingkai Zeng |
| 2004 | ISPA | An Adaptive Routing Strategy Based on Dynamic Cache in Mobile Ad Hoc Networks. | YueQuan Chen, Xiaofeng Guo, Qingkai Zeng, Guihai Chen |