A renovated algorithm for extracting moving target from background in real time video tracking system. - Sipei Chen; Zongjie Li; Guilin Zhang (ICPR, 1988)

An adaptive image segmentation method with visual nonlinearity characteristics. - Tianxu Zhang; Jiaxiong Peng; Zongjie Li (IEEE Trans. Syst. Man Cybern. Part B, 1996)

Shot Boundary Detection based on Multilevel Difference of Colour Histograms. - Zongjie Li; Xiabi Liu; Shuwen Zhang (ICMIP, 2016)

A new constrained maximum margin approach to discriminative learning of Bayesian classifiers. - Ke Guo; Xiabi Liu; Lunhao Guo; Zongjie Li; Zengmin Geng (Frontiers Inf. Technol. Electron. Eng., 2018)

HiTyper: A Hybrid Static Type Inference Framework with Neural Prediction. - Yun Peng 003; Zongjie Li; Cuiyun Gao 001; Bowei Gao; David Lo 001; Michael R. Lyu (CoRR, 2021)

Enriching Query Semantics for Code Search with Reinforcement Learning. - Chaozheng Wang; Zhenghao Nong; Cuiyun Gao 001; Zongjie Li; Jichuan Zeng; Zhenchang Xing; Yang Liu 003 (CoRR, 2021)

CRaDLe: Deep code retrieval based on semantic Dependency Learning. - Wenchao Gu; Zongjie Li; Cuiyun Gao 001; Chaozheng Wang; Hongyu Zhang 002; Zenglin Xu; Michael R. Lyu (Neural Networks, 2021)

Unleashing the Power of Compiler Intermediate Representation to Enhance Neural Program Embeddings. - Zongjie Li; Pingchuan Ma 004; Huaijin Wang 001; Shuai Wang 011; Qiyi Tang 003; Sen Nie; Shi Wu (ICSE, 2022)

Static Inference Meets Deep learning: A Hybrid Type Inference Approach for Python. - Yun Peng 003; Cuiyun Gao 001; Zongjie Li; Bowei Gao; David Lo 001; Qirun Zhang; Michael R. Lyu (ICSE, 2022)

CCTEST: Testing and Repairing Code Completion Systems. - Zongjie Li; Chaozheng Wang; Zhibo Liu; Haoxuan Wang; Shuai Wang 011; Cuiyun Gao 001 (CoRR, 2022)

Enriching query semantics for code search with reinforcement learning. - Chaozheng Wang; Zhenhao Nong; Cuiyun Gao 001; Zongjie Li; Jichuan Zeng; Zhenchang Xing; Yang Liu 003 (Neural Networks, 2022)

3D Bipolar Spectral Inversion Based on Structural Geosteering Shear Backfill Mapping. - Xinyu Wang; Zongjie Li; Hanming Gu (IEEE Trans. Geosci. Remote. Sens., 2022)

Protecting Intellectual Property of Large Language Model-Based Code Generation APIs via Watermarks. - Zongjie Li; Chaozheng Wang; Shuai Wang 011; Cuiyun Gao 001 (CCS, 2023)

CCTEST: Testing and Repairing Code Completion Systems. - Zongjie Li; Chaozheng Wang; Zhibo Liu; Haoxuan Wang; Dong Chen; Shuai Wang 011; Cuiyun Gao 001 (ICSE, 2023)

Exploring Missed Optimizations in WebAssembly Optimizers. - Zhibo Liu; Dongwei Xiao; Zongjie Li; Shuai Wang 011; Wei Meng 001 (ISSTA, 2023)

REEF: A Framework for Collecting Real-World Vulnerabilities and Fixes. - Chaozheng Wang; Zongjie Li; Yun Peng 003; Shuzheng Gao; Sirong Chen; Shuai Wang 011; Cuiyun Gao 001; Michael R. Lyu (ASE, 2023)

A Unified Framework for Mini-game Testing: Experience on WeChat. - Chaozheng Wang; Haochuan Lu; Cuiyun Gao 001; Zongjie Li; Ting Xiong; Yuetang Deng (ESEC/SIGSOFT FSE, 2023)

On the Feasibility of Specialized Ability Extracting for Large Language Code Models. - Zongjie Li; Chaozheng Wang; Pingchuan Ma 004; Chaowei Liu; Shuai Wang 011; Daoyuan Wu; Cuiyun Gao 001 (CoRR, 2023)

"Oops, Did I Just Say That?" Testing and Repairing Unethical Suggestions of Large Language Models with Suggest-Critique-Reflect Process. - Pingchuan Ma 004; Zongjie Li; Ao Sun; Shuai Wang 011 (CoRR, 2023)

Split and Merge: Aligning Position Biases in Large Language Model based Evaluators. - Zongjie Li; Chaozheng Wang; Pingchuan Ma 004; Daoyuan Wu; Shuai Wang 011; Cuiyun Gao 001; Yang Liu 003 (CoRR, 2023)

Refining Decompiled C Code with Large Language Models. - Wai Kin Wong; Huaijin Wang 001; Zongjie Li; Zhibo Liu; Shuai Wang 011; Qiyi Tang 003; Sen Nie; Shi Wu (CoRR, 2023)

Benchmarking and Explaining Large Language Model-based Code Generation: A Causality-Centric Approach. - Zhenlan Ji; Pingchuan Ma 004; Zongjie Li; Shuai Wang 011 (CoRR, 2023)

InstructTA: Instruction-Tuned Targeted Attack for Large Vision-Language Models. - Xunguang Wang; Zhenlan Ji; Pingchuan Ma 004; Zongjie Li; Shuai Wang 011 (CoRR, 2023)

VRPTEST: Evaluating Visual Referring Prompting in Large Multimodal Models. - Zongjie Li; Chaozheng Wang; Chaowei Liu; Pingchuan Ma 004; Daoyuan Wu; Shuai Wang 011; Cuiyun Gao 001 (CoRR, 2023)

Split and Merge: Aligning Position Biases in LLM-based Evaluators. - Zongjie Li; Chaozheng Wang; Pingchuan Ma 004; Daoyuan Wu; Shuai Wang 011; Cuiyun Gao 001; Yang Liu 003 (EMNLP, 2024)

On Extracting Specialized Code Abilities from Large Language Models: A Feasibility Study. - Zongjie Li; Chaozheng Wang; Pingchuan Ma 004; Chaowei Liu; Shuai Wang 011; Daoyuan Wu; Cuiyun Gao 001; Yang Liu 003 (ICSE, 2024)

BinAug: Enhancing Binary Similarity Analysis with Low-Cost Input Repairing. - Wai Kin Wong; Huaijin Wang 001; Zongjie Li; Shuai Wang 011 (ICSE, 2024)

Poster Abstract: On the Accuracy and Robustness of Large Language Models in Chinese Industrial Scenarios. - Zongjie Li; Wenying Qiu; Pingchuan Ma 004; Yichen Li 004; You Li; Sijia He; Baozheng Jiang; Shuai Wang 011; Weixi Gu (IPSN, 2024)

An Empirical Study on Large Language Models in Accuracy and Robustness under Chinese Industrial Scenarios. - Zongjie Li; Wenying Qiu; Pingchuan Ma 004; Yichen Li 004; You Li; Sijia He; Baozheng Jiang; Shuai Wang 011; Weixi Gu (CoRR, 2024)

How do LLMs Support Deep Learning Testing? A Comprehensive Study Through the Lens of Image Mutation. - Liwen Wang; Yuanyuan Yuan; Ao Sun; Zongjie Li; Pingchuan Ma 004; Daoyuan Wu; Shuai Wang 011 (CoRR, 2024)

Testing and Understanding Erroneous Planning in LLM Agents through Synthesized User Inputs. - Zhenlan Ji; Daoyuan Wu; Pingchuan Ma 004; Zongjie Li; Shuai Wang 011 (CoRR, 2024)

Exploring Multi-Lingual Bias of Large Code Models in Code Generation. - Chaozheng Wang; Zongjie Li; Cuiyun Gao 001; Wenxuan Wang 001; Ting Peng; Hailiang Huang; Yuetang Deng; Shuai Wang 011; Michael R. Lyu (CoRR, 2024)

NAVRepair: Node-type Aware C/C++ Code Vulnerability Repair. - Ruoke Wang; Zongjie Li; Chaozheng Wang; Yang Xiao; Cuiyun Gao (CoRR, 2024)

SelfDefend: LLMs Can Defend Themselves against Jailbreaking in a Practical Manner. - Xunguang Wang; Daoyuan Wu; Zhenlan Ji; Zongjie Li; Pingchuan Ma 004; Shuai Wang 011; Yingjiu Li; Yang Liu 003; Ning Liu; Juergen Rahmel (CoRR, 2024)

Evaluating C/C++ Vulnerability Detectability of Query-Based Static Application Security Testing Tools. - Zongjie Li; Zhibo Liu; Wai Kin Wong; Pingchuan Ma 004; Shuai Wang 011 (IEEE Trans. Dependable Secur. Comput., 2024)

API-Guided Dataset Synthesis to Finetune Large Code Models. - Zongjie Li; Daoyuan Wu; Shuai Wang 011; Zhendong Su 001 (Proc. ACM Program. Lang., 2025)

Causality-Aided Evaluation and Explanation of Large Language Model-Based Code Generation. - Zhenlan Ji; Pingchuan Ma 004; Zongjie Li; Zhaoyu Wang; Shuai Wang 011 (Proc. ACM Softw. Eng., 2025)

Beyond PEFT: Layer-Wise Optimization for More Effective and Efficient Large Code Model Tuning. - Chaozheng Wang; Jia Feng; Shuzheng Gao; Cuiyun Gao 001; Zongjie Li; Ting Peng; Hailiang Huang; Yuetang Deng; Michael R. Lyu (Proc. ACM Softw. Eng., 2025)

DecLLM: LLM-Augmented Recompilable Decompilation for Enabling Programmatic Use of Decompiled Code. - Wai Kin Wong; Daoyuan Wu; Huaijin Wang 001; Zongjie Li; Zhibo Liu; Shuai Wang 011; Qiyi Tang 003; Sen Nie; Shi Wu (Proc. ACM Softw. Eng., 2025)

Low-Cost and Comprehensive Non-textual Input Fuzzing with LLM-Synthesized Input Generators. - Kunpeng Zhang; Zongjie Li; Daoyuan Wu; Shuai Wang 011; Xin Xia (CoRR, 2025)

GuidedBench: Equipping Jailbreak Evaluation with Guidelines. - Ruixuan Huang; Xunguang Wang; Zongjie Li; Daoyuan Wu; Shuai Wang 011 (CoRR, 2025)

STShield: Single-Token Sentinel for Real-Time Jailbreak Detection in Large Language Models. - Xunguang Wang; Wenxuan Wang 001; Zhenlan Ji; Zongjie Li; Pingchuan Ma 004; Daoyuan Wu; Shuai Wang 011 (CoRR, 2025)

NAMET: Robust Massive Model Editing via Noise-Aware Memory Optimization. - Yanbo Dai; Zhenlan Ji; Zongjie Li; Shuai Wang 011 (CoRR, 2025)

IP Leakage Attacks Targeting LLM-Based Multi-Agent Systems. - Liwen Wang; Wenxuan Wang 001; Shuai Wang 011; Zongjie Li; Zhenlan Ji; Zongyi Lyu; Daoyuan Wu; Shing-Chi Cheung (CoRR, 2025)

Reasoning as a Resource: Optimizing Fast and Slow Thinking in Code Generation Models. - Zongjie Li; Shuai Wang 011 (CoRR, 2025)

SoK: Evaluating Jailbreak Guardrails for Large Language Models. - Xunguang Wang; Zhenlan Ji; Wenxuan Wang 001; Zongjie Li; Daoyuan Wu; Shuai Wang 011 (CoRR, 2025)

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs. - Zongjie Li; Daoyuan Wu; Shuai Wang 011; Zhendong Su 001 (CoRR, 2025)

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges. - Zimo Ji; Daoyuan Wu; Wenyuan Jiang; Pingchuan Ma 004; Zongjie Li; Shuai Wang 011 (CoRR, 2025)

JSidentify-V2: Leveraging Dynamic Memory Fingerprinting for Mini-Game Plagiarism Detection. - Zhihao Li; Chaozheng Wang; Zongjie Li; Xinyong Peng; Qun Xia; Haochuan Lu; Ting Xiong; Shuzheng Gao; Cuiyun Gao 001; Shuai Wang 011; Yuetang Deng; Huafeng Ma (CoRR, 2025)