PPaperPicks

Yang Liu

Nanyang Technological University, School of Computer Engineering, Singapore

135 papers at tracked venues · 116 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-7300-9215 ↗Google Scholar ↗Homepage ↗

Venues

FSE ×23ICSE ×20ASE ×16ACL ×9ICLR ×8ISSTA ×8AAAI ×7EMNLP ×5NeurIPS ×5USENIX Security ×5CCS ×4NDSS ×4WWW ×3CVPR ×2ICCV ×2ICDE ×2ICML ×2S&P ×2ICWSM ×1IJCAI ×1IROS ×1ISSRE ×1OOPSLA ×1POPL ×1RAID ×1SIGKDD ×1

Frequent coauthors

Tianlin Li
×15
Chengwei Liu
×14
Jian Zhang
×13
Zhengzi Xu
×12
Weisong Sun
×12
Qing Guo
×11
Yihao Huang
×11
Chong Wang
×11
Lyuye Zhang
×10
Daoyuan Wu
×10
Yuqiang Sun
×9
Kaixuan Li
×9

Papers

  1. Break to Adapt: Knowledge-Based Updates of Breaking Dependencies in JavaScript
    FSE 2026 ·
    Yifan Xia
    ,
    Chengwei Liu
    ,
    Zifan Xie
    ,
    Lyuye Zhang
    ,
    Peiyu Liu
    ,
    Kangjie Lu
    , Yang Liu,
    Wenhai Wang
    ,
    Shouling Ji
  2. Bridging Expert Reasoning and LLM Detection: A Knowledge-Driven Framework for Malicious Packages
    WWW 2026 ·
    Wenbo Guo
    ,
    Shiwen Song
    ,
    Jiaxun Guo
    ,
    Zhengzi Xu
    ,
    Chengwei Liu
    ,
    Haoran Ou
    ,
    Mengmeng Ge
    , Yang Liu
  3. Bugs in Modern LLM Agent Frameworks: An Empirical Study
    FSE 2026 ·
    Xinxue Zhu
    ,
    Jiacong Wu
    ,
    Xiaoyu Zhang
    ,
    Tianlin Li
    ,
    Yanzhou Mu
    ,
    Juan Zhai
    ,
    Chao Shen
    ,
    Chunrong Fang
    , Yang Liu
  4. CAVERN: Efficient Honest-Majority Maliciously Secure (2+1)-PC for $\mathbb{Z}_{2{n}}$ via DPF
    S&P 2026 · Yang Liu,
    Liang Feng Zhang
  5. CORBA: Contagious Recursive Blocking Attacks on Multi-Agent Systems Based on Large Language Models
    ACL 2026 ·
    Zhenhong Zhou
    ,
    Zherui Li
    ,
    Jie Zhang
    ,
    Yuanhe Zhang
    ,
    Kun Wang
    , Yang Liu,
    Qing Guo
  6. Casting a SPELL: Sentence Pairing Exploration for LLM Limitation-Breaking
    FSE 2026 ·
    Yifan Huang
    ,
    Xiaojun Jia
    ,
    Wenbo Guo
    ,
    Yuqiang Sun
    ,
    Yihao Huang
    ,
    Chong Wang
    , Yang Liu
  7. CuFuzz: An API-Knowledge-Graph Coverage-Driven Fuzzing Framework for CUDA Libraries
    FSE 2026 ·
    Ximing Fan
    ,
    Yong Fang
    ,
    Peng Jia
    , Yang Liu,
    Yijia Xu
    ,
    Xi Peng
    ,
    Yuhao Zhou
  8. EET: Experience-Driven Early Termination for Cost-Efficient Software Engineering Agents
    ACL 2026 ·
    Yaoqi Guo
    ,
    Ying Xiao
    ,
    Jie M. Zhang
    ,
    Mark Harman
    ,
    Yiling Lou
    , Yang Liu,
    Zhenpeng Chen
  9. EfficientUICoder: A Bidirectional Token Compression Framework for Efficient MLLM-Based UI Code Generation
    FSE 2026 ·
    Jingyu Xiao
    ,
    Zhongyi Zhang
    ,
    Yuxuan Wan
    ,
    Yintong Huo
    , Yang Liu,
    Michael R. Lyu
  10. Fairness Testing of Large Language Models in Role-Playing
    FSE 2026 ·
    Xinyue Li
    ,
    Zhenpeng Chen
    ,
    Jie M. Zhang
    ,
    Ying Xiao
    ,
    Tianlin Li
    ,
    Weisong Sun
    , Yang Liu,
    Yiling Lou
    ,
    Xuanzhe Liu
  11. False Friends in the Shell: Unveiling the Emoticon Semantic Confusion in Large Language Models
    ACL 2026 ·
    Weipeng Jiang
    ,
    Xiaoyu Zhang
    ,
    Juan Zhai
    ,
    Shiqing Ma
    ,
    Chao Shen
    , Yang Liu
  12. GadgetHunter: Region-Based Neuro-symbolic Detection of Java Deserialization Vulnerabilities
    FSE 2026 ·
    Kaixuan Li
    ,
    Jian Zhang
    ,
    Chong Wang
    ,
    Sen Chen
    ,
    Zong Cao
    ,
    Min Zhang
    , Yang Liu
  13. Hidden in the Noise: Unveiling Backdoors in Audio LLMs Alignment Through Latent Acoustic Pattern Triggers
    AAAI 2026 ·
    Liang Lin
    ,
    Miao Yu
    ,
    Kaiwen Luo
    ,
    Yibo Zhang
    ,
    Lilan Peng
    ,
    Dexian Wang
    ,
    Xuehai Tang
    ,
    Yuanhe Zhang
    ,
    Xikang Yang
    ,
    Zhenhong Zhou
    ,
    Kun Wang
    , Yang Liu
  14. MAGIC: Mastering Physical Adversarial Generation in Context Through Collaborative LLM Agents
    AAAI 2026 ·
    Yun Xing
    ,
    Nhat Chung
    ,
    Jie Zhang
    ,
    Yue Cao
    ,
    Ivor W. Tsang
    , Yang Liu,
    Lei Ma
    ,
    Qing Guo
  15. OptiCo: Adaptive Distributed Training Optimization via Collaborative Agent Reasoning
    ACL 2026 ·
    Sheng Chen
    ,
    Tang Zhe
    ,
    Weixing Zhang
    ,
    Fei Yang
    ,
    Yuanyuan Wang
    ,
    Tianlin Li
    , Yang Liu
  16. PhysPatch: A Physically Realizable and Transferable Adversarial Patch Attack for Multimodal Large Language Models-based Autonomous Driving Systems
    AAAI 2026 ·
    Qi Guo
    ,
    Xiaojun Jia
    ,
    Shanmin Pang
    ,
    Simeng Qin
    ,
    Lin Wang
    ,
    Ju Jia
    , Yang Liu,
    Qing Guo
  17. PuzzleMark: Implicit Jigsaw Learning for Robust Code Dataset Watermarking in Neural Code Completion Models
    FSE 2026 ·
    Haocheng Huang
    ,
    Yuchen Chen
    ,
    Weisong Sun
    ,
    Peizhuo Lv
    ,
    Yuan Xiao
    ,
    Chunrong Fang
    , Yang Liu,
    Xiaofang Zhang
  18. RealBench: A Repo-Level Code Generation Benchmark Aligned with Real-World Software Development Practices
    FSE 2026 ·
    Jia Li
    ,
    Hongyi Deng
    ,
    Yiran Zhang
    ,
    Kechi Zhang
    ,
    Tianqi Shao
    ,
    Tiankuo Zhao
    ,
    Weinan Wang
    ,
    Zhi Jin
    ,
    Ge Li
    , Yang Liu,
    Yingtao Fang
    ,
    Yihong Dong
  19. Reframing Paths as Logic: Semantic Segmentation for Vulnerability Detection
    OOPSLA 2026 ·
    Zong Cao
    ,
    Yuqiang Sun
    ,
    Zhengzi Xu
    ,
    Kaixuan Li
    ,
    Yeqi Fu
    ,
    Yiran Zhang
    ,
    Ziqiao Kong
    , Yang Liu
  20. Resisting Manipulative Bots in Meme Coin Copy Trading: A Multi-Agent Approach with Chain-of-Thought Reasoning
    WWW 2026 ·
    Yichen Luo
    ,
    Yebo Feng
    ,
    Jiahua Xu
    , Yang Liu
  21. The Art of (Mis)alignment: How Fine-Tuning Methods Effectively Misalign and Realign LLMs in Post-Training
    ACL 2026 ·
    Rui Zhang
    ,
    Hongwei Li
    ,
    Yun Shen
    ,
    Xinyue Shen
    ,
    Wenbo Jiang
    ,
    Guowen Xu
    , Yang Liu,
    Michael Backes
    ,
    Yang Zhang
  22. Understanding the Limitations of C/C++ Binary Third-Party Library Detection Tool: An Empirical Study at Scale
    FSE 2026 ·
    Chengyue Liu
    ,
    Zhengzi Xu
    ,
    Kaixuan Li
    ,
    Jiahui Wu
    ,
    Sihao Qiu
    ,
    Siyuan Li
    ,
    Siyang Xiong
    ,
    Yang Xiao
    , Yang Liu
  23. User-Space Dependency-Aware Rehosting for Linux-Based Firmware Binaries
    NDSS 2026 ·
    Chuan Qin
    ,
    Cen Zhang
    ,
    Yaowen Zheng
    ,
    Puzhuo Liu
    ,
    Jian Zhang
    ,
    Yeting Li
    ,
    Weidong Zhang
    , Yang Liu,
    Limin Sun
  24. Validating LLM-Generated SQL Queries through Metamorphic Prompting
    FSE 2026 ·
    Li Lin
    ,
    Qinglin Zhu
    ,
    Jintai Hong
    ,
    Chong Wang
    , Yang Liu,
    Rongxin Wu
  25. A Large Scale Study of AI-based Binary Function Similarity Detection Techniques for Security Researchers and Practitioners
    ASE 2025 ·
    Jingyi Shi
    ,
    Yufeng Chen
    ,
    Yang Xiao
    ,
    Yuekang Li
    ,
    Zhengzi Xu
    ,
    Sihao Qiu
    ,
    Chi Zhang
    ,
    Keyu Qi
    ,
    Yeting Li
    ,
    Xingchu Chen
    ,
    Yanyan Zou
    , Yang Liu,
    Wei Huo
  26. Adversarial Attacks against Closed-Source MLLMs via Feature Optimal Alignment
    NeurIPS 2025 ·
    Xiaojun Jia
    ,
    Sensen Gao
    ,
    Simeng Qin
    ,
    Tianyu Pang
    ,
    Chao Du
    ,
    Yihao Huang
    ,
    Xinfeng Li
    ,
    Yiming Li
    ,
    Bo Li
    , Yang Liu
  27. BinStruct: Binary Structure Recovery Combining Static Analysis and Semantics
    ASE 2025 ·
    Yiran Zhang
    ,
    Zhengzi Xu
    ,
    Zhe Lang
    ,
    Chengyue Liu
    ,
    Yuqiang Sun
    ,
    Wenbo Guo
    ,
    Chengwei Liu
    ,
    Weisong Sun
    , Yang Liu
  28. Boosting Static Resource Leak Detection via LLM-based Resource-Oriented Intention Inference
    ICSE 2025 ·
    Chong Wang
    ,
    Jianan Liu
    ,
    Xin Peng
    , Yang Liu,
    Yiling Lou
  29. CKGFuzzer: LLM-Based Fuzz Driver Generation Enhanced By Code Knowledge Graph
    ICSE 2025 ·
    Hanxiang Xu
    ,
    Wei Ma
    ,
    Ting Zhou
    ,
    Yanjie Zhao
    ,
    Kai Chen
    ,
    Qiang Hu
    , Yang Liu,
    Haoyu Wang
  30. CPSea: Large-scale cyclic peptide-protein complex dataset for machine learning in cyclic peptide design
    NeurIPS 2025 ·
    Ziyi Yang
    ,
    Hanyuan Xie
    ,
    Yinjun Jia
    ,
    Xiangzhe Kong
    ,
    Jiqing Zheng
    ,
    Ziting Zhang
    , Yang Liu,
    Lei Liu
    ,
    Yanyan Lan
  31. Combining Fine-Tuning and LLM-Based Agents for Intuitive Smart Contract Auditing with Justifications
    ICSE 2025 ·
    Wei Ma
    ,
    Daoyuan Wu
    ,
    Yuqiang Sun
    ,
    Tianwen Wang
    ,
    Shangqing Liu
    ,
    Jian Zhang
    ,
    Yue Xue
    , Yang Liu
  32. Condition Sequence Coverage Criterion and Automatic Test Case Generation for Testing-Based Formal Verification
    ISSRE 2025 ·
    Ai Liu
    , Yang Liu,
    Lei Rao
    ,
    Shaoying Liu
    ,
    Zhibin Yang
    ,
    Zhiqiu Huang
  33. Defending LVLMs Against Vision Attacks Through Partial-Perception Supervision
    ICML 2025 ·
    Qi Zhou
    ,
    Dongxia Wang
    ,
    Tianlin Li
    ,
    Yun Lin
    , Yang Liu,
    Jin Song Dong
    ,
    Qing Guo
  34. DepthVanish: Optimizing Adversarial Interval Structures for Stereo-Depth-Invisible Patches
    NeurIPS 2025 ·
    Yun Xing
    ,
    Yue Cao
    ,
    Nhat Chung
    ,
    Jie M. Zhang
    ,
    Ivor W. Tsang
    ,
    Ming-Ming Cheng
    , Yang Liu,
    Lei Ma
    ,
    Qing Guo
  35. Detecting Various DeFi Price Manipulations with LLM Reasoning
    ASE 2025 ·
    Juantao Zhong
    ,
    Daoyuan Wu
    ,
    Ye Liu
    ,
    Maoyi Xie
    , Yang Liu,
    Yi Li
    ,
    Ning Liu
  36. Diversity Drives Fairness: Ensemble of Higher Order Mutants for Intersectional Fairness of Machine Learning Software
    ICSE 2025 ·
    Zhenpeng Chen
    ,
    Xinyue Li
    ,
    Jie M. Zhang
    ,
    Federica Sarro
    , Yang Liu
  37. Doctor: Optimizing Container Rebuild Efficiency by Instruction Re-orchestration
    ISSTA 2025 ·
    Zhiling Zhu
    ,
    Tieming Chen
    ,
    Chengwei Liu
    ,
    Han Liu
    ,
    Qijie Song
    ,
    Zhengzi Xu
    , Yang Liu
  38. DroidNative: A Greedy-Constructed Large-Scale Indexing for Android Native Libraries
    ASE 2025 ·
    Shiyang Zhang
    ,
    Chengwei Liu
    ,
    Sen Chen
    ,
    Lyuye Zhang
    , Yang Liu
  39. Drop the Golden Apples: Identifying Third-Party Reuse by DB-Less Software Composition Analysis
    FSE 2025 ·
    Lyuye Zhang
    ,
    Chengwei Liu
    ,
    Jiahui Wu
    ,
    Shiyang Zhang
    ,
    Chengyue Liu
    ,
    Zhengzi Xu
    ,
    Sen Chen
    , Yang Liu
  40. Efficient Universal Goal Hijacking with Semantics-guided Prompt Organization
    ACL 2025 ·
    Yihao Huang
    ,
    Chong Wang
    ,
    Xiaojun Jia
    ,
    Qing Guo
    ,
    Felix Juefei-Xu
    ,
    Jian Zhang
    , Yang Liu,
    Geguang Pu
  41. Element-Based Automated DNN Repair with Fine-Tuned Masked Language Model
    FSE 2025 ·
    Xu Wang
    ,
    Mingming Zhang
    ,
    Xiangxin Meng
    ,
    Jian Zhang
    , Yang Liu,
    Chunming Hu
  42. Eliminating Backdoors in Neural Code Models for Secure Code Understanding
    FSE 2025 ·
    Weisong Sun
    ,
    Yuchen Chen
    ,
    Chunrong Fang
    ,
    Yebo Feng
    ,
    Yuan Xiao
    ,
    An Guo
    ,
    Quanjun Zhang
    ,
    Zhenyu Chen
    ,
    Baowen Xu
    , Yang Liu
  43. Envisioning Intelligent Requirements Engineering via Knowledge-Guided Multi-Agent Collaboration
    ASE 2025 ·
    Jiangping Huang
    ,
    Dongming Jin
    ,
    Weisong Sun
    , Yang Liu,
    Zhi Jin
  44. Evaluating Large Language Models for Time Series Anomaly Detection in Aerospace Software
    ASE 2025 · Yang Liu,
    Yixing Luo
    ,
    Xiaofeng Li
    ,
    Xiaogang Dong
    ,
    Bin Gu
    ,
    Zhi Jin
  45. Faultseeker: LLM-Empowered Framework for Blockchain Transaction Fault Localization
    ASE 2025 ·
    Kairan Sun
    ,
    Zhengzi Xu
    ,
    Kaixuan Li
    ,
    Lyuye Zhang
    ,
    Yuqiang Sun
    ,
    Liwei Tan
    , Yang Liu
  46. Fighting Fire with Fire: Continuous Attack for Adversarial Android Malware Detection
    USENIX Security 2025 ·
    Yinyuan Zhang
    ,
    Cuiying Gao
    ,
    Yueming Wu
    ,
    Shihan Dou
    ,
    Cong Wu
    ,
    Ying Zhang
    ,
    Wei Yuan
    , Yang Liu
  47. Fixing Outside the Box: Uncovering Tactics for Open-Source Security Issue Management
    ISSTA 2025 ·
    Lyuye Zhang
    ,
    Jiahui Wu
    ,
    Chengwei Liu
    ,
    Kaixuan Li
    ,
    Xiaoyu Sun
    ,
    Lida Zhao
    ,
    Chong Wang
    , Yang Liu
  48. Generically Automating Separation Logic by Functors, Homomorphisms, and Modules
    POPL 2025 ·
    Qiyuan Xu
    ,
    David Sanán
    ,
    Zhe Hou
    ,
    Xiaokun Luan
    ,
    Conrad Watt
    , Yang Liu
  49. Have We Solved Access Control Vulnerability Detection in Smart Contracts? A Benchmark Study
    ASE 2025 ·
    Han Liu
    ,
    Daoyuan Wu
    ,
    Yuqiang Sun
    ,
    Shuai Wang
    , Yang Liu
  50. INST-IT: Boosting Instance Understanding via Explicit Visual Prompt Instruction Tuning
    NeurIPS 2025 ·
    Wujian Peng
    ,
    Lingchen Meng
    ,
    Yitong Chen
    ,
    Yiweng Xie
    , Yang Liu,
    Tao Gui
    ,
    Hang Xu
    ,
    Xipeng Qiu
    ,
    Zuxuan Wu
    ,
    Yu-Gang Jiang
  51. Improved Techniques for Optimization-Based Jailbreaking on Large Language Models
    ICLR 2025 ·
    Xiaojun Jia
    ,
    Tianyu Pang
    ,
    Chao Du
    ,
    Yihao Huang
    ,
    Jindong Gu
    , Yang Liu,
    Xiaochun Cao
    ,
    Min Lin
  52. Know Your Account: Double Graph Inference-Based Account De-Anonymization on Ethereum
    ICDE 2025 ·
    Shuyi Miao
    ,
    Wangjie Qiu
    ,
    Hongwei Zheng
    ,
    Qinnan Zhang
    ,
    Xiaofan Tu
    ,
    Xunan Liu
    , Yang Liu,
    Jin Dong
    ,
    Zhiming Zheng
  53. Knowledge-Based Multi-Agent Framework for Automated Software Architecture Design
    FSE 2025 ·
    Yiran Zhang
    ,
    Ruiyin Li
    ,
    Peng Liang
    ,
    Weisong Sun
    , Yang Liu
  54. LLM Based Input Space Partitioning Testing for Library APIs
    ICSE 2025 ·
    Jiageng Li
    ,
    Zhen Dong
    ,
    Chong Wang
    ,
    Haozhen You
    ,
    Cen Zhang
    , Yang Liu,
    Xin Peng
  55. LLMs Meet Library Evolution: Evaluating Deprecated API Usage in LLM-Based Code Completion
    ICSE 2025 ·
    Chong Wang
    ,
    Kaifeng Huang
    ,
    Jian Zhang
    ,
    Yebo Feng
    ,
    Lyuye Zhang
    , Yang Liu,
    Xin Peng
  56. LVAgent: Long Video Understanding by Multi-Round Dynamical Collaboration of MLLM Agents
    ICCV 2025 ·
    Boyu Chen
    ,
    Zhengrong Yue
    ,
    Siran Chen
    ,
    Zikang Wang
    , Yang Liu,
    Peng Li
    ,
    Yali Wang
  57. Learning from the Past: Real-World Exploit Migration for Smart Contract PoC Generation
    ASE 2025 ·
    Kairan Sun
    ,
    Zhengzi Xu
    ,
    Kaixuan Li
    ,
    Lyuye Zhang
    ,
    Yebo Feng
    ,
    Daoyuan Wu
    , Yang Liu
  58. Logic-Q: Improving Deep Reinforcement Learning-based Quantitative Trading via Program Sketch-based Tuning
    AAAI 2025 ·
    Zhiming Li
    ,
    Junzhe Jiang
    ,
    Yushi Cao
    ,
    Aixin Cui
    ,
    Bozhi Wu
    ,
    Bo Li
    , Yang Liu,
    Danny Dongning Sun
  59. Oedipus: LLM-enchanced Reasoning CAPTCHA Solver
    CCS 2025 ·
    Gelei Deng
    ,
    Haoran Ou
    ,
    Yi Liu
    ,
    Jie Zhang
    ,
    Tianwei Zhang
    , Yang Liu
  60. One Shot Dominance: Knowledge Poisoning Attack on Retrieval-Augmented Generation Systems
    EMNLP 2025 ·
    Zhiyuan Chang
    ,
    Mingyang Li
    ,
    Xiaojun Jia
    ,
    Junjie Wang
    ,
    Yuekai Huang
    ,
    Ziyou Jiang
    , Yang Liu,
    Qing Wang
  61. PHAnToM: Persona-Based Prompting Has an Effect on Theory-of-Mind Reasoning in Large Language Models
    ICWSM 2025 ·
    Gerard Yeo
    ,
    Fiona Anting Tan
    ,
    Kokil Jaidka
    ,
    Shaz Furniturewala
    ,
    Fanyou Wu
    ,
    Weijie Xu
    ,
    Vinija Jain
    ,
    Aman Chadha
    , Yang Liu,
    See-Kiong Ng
  62. Perception-Guided Jailbreak Against Text-to-Image Models
    AAAI 2025 ·
    Yihao Huang
    ,
    Le Liang
    ,
    Tianlin Li
    ,
    Xiaojun Jia
    ,
    Run Wang
    ,
    Weikai Miao
    ,
    Geguang Pu
    , Yang Liu
  63. Personality-Guided Code Generation Using Large Language Models
    ACL 2025 ·
    Yaoqi Guo
    ,
    Zhenpeng Chen
    ,
    Jie M. Zhang
    , Yang Liu,
    Yun Ma
  64. PropertyGPT: LLM-driven Formal Verification of Smart Contracts through Retrieval-Augmented Property Generation
    NDSS 2025 ·
    Ye Liu
    ,
    Yue Xue
    ,
    Daoyuan Wu
    ,
    Yuqiang Sun
    ,
    Yi Li
    ,
    Miaolei Shi
    , Yang Liu
  65. Requirements Development and Formalization for Reliable Code Generation: A Multi-Agent Vision
    ASE 2025 ·
    Xu Lu
    ,
    Weisong Sun
    ,
    Yiran Zhang
    ,
    Ming Hu
    ,
    Cong Tian
    ,
    Zhi Jin
    , Yang Liu
  66. STAFF: Speculative Coreset Selection for Task-Specific Fine-tuning
    ICLR 2025 ·
    Xiaoyu Zhang
    ,
    Juan Zhai
    ,
    Shiqing Ma
    ,
    Chao Shen
    ,
    Tianlin Li
    ,
    Weipeng Jiang
    , Yang Liu
  67. STGraph: Spatio-Temporal Graph Mining for Anomaly Detection in Distributed System Logs
    RAID 2025 ·
    Teng Li
    ,
    Shengkai Zhang
    ,
    Yebo Feng
    ,
    Jiahua Xu
    ,
    Zexu Dang
    , Yang Liu,
    Jianfeng Ma
  68. Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling
    ICLR 2025 ·
    Liliang Ren
    , Yang Liu,
    Yadong Lu
    ,
    Yelong Shen
    ,
    Chen Liang
    ,
    Weizhu Chen
  69. SceneTAP: Scene-Coherent Typographic Adversarial Planner against Vision-Language Models in Real-World Environments
    CVPR 2025 ·
    Yue Cao
    ,
    Yun Xing
    ,
    Jie Zhang
    ,
    Di Lin
    ,
    Tianwei Zhang
    ,
    Ivor W. Tsang
    , Yang Liu,
    Qing Guo
  70. SelfDefend: LLMs Can Defend Themselves against Jailbreaking in a Practical Manner
    USENIX Security 2025 ·
    Xunguang Wang
    ,
    Daoyuan Wu
    ,
    Zhenlan Ji
    ,
    Zongjie Li
    ,
    Pingchuan Ma
    ,
    Shuai Wang
    ,
    Yingjiu Li
    , Yang Liu,
    Ning Liu
    ,
    Juergen Rahmel
  71. Show Me Your Code! Kill Code Poisoning: A Lightweight Method Based on Code Naturalness
    ICSE 2025 ·
    Weisong Sun
    ,
    Yuchen Chen
    ,
    Mengzhe Yuan
    ,
    Chunrong Fang
    ,
    Zhenpeng Chen
    ,
    Chong Wang
    , Yang Liu,
    Baowen Xu
    ,
    Zhenyu Chen
  72. Slot: Provenance-Driven APT Detection through Graph Reinforcement Learning
    CCS 2025 ·
    Wei Qiao
    ,
    Yebo Feng
    ,
    Teng Li
    ,
    Zhuo Ma
    ,
    Yulong Shen
    ,
    Jianfeng Ma
    , Yang Liu
  73. Smart Contract Fuzzing Towards Profitable Vulnerabilities
    FSE 2025 ·
    Ziqiao Kong
    ,
    Cen Zhang
    ,
    Maoyi Xie
    ,
    Ming Hu
    ,
    Yue Xue
    ,
    Ye Liu
    ,
    Haijun Wang
    , Yang Liu
  74. SoK: A Taxonomic Analysis of DeFi Rug Pulls: Types, Dataset, and Tool Assessment
    ISSTA 2025 ·
    Dianxiang Sun
    ,
    Wei Ma
    ,
    Liming Nie
    , Yang Liu
  75. Software Fairness Dilemma: Is Bias Mitigation a Zero-Sum Game?
    FSE 2025 ·
    Zhenpeng Chen
    ,
    Xinyue Li
    ,
    Jie M. Zhang
    ,
    Weisong Sun
    ,
    Ying Xiao
    ,
    Tianlin Li
    ,
    Yiling Lou
    , Yang Liu
  76. SongBsAb: A Dual Prevention Approach against Singing Voice Conversion based Illegal Song Covers
    NDSS 2025 ·
    Guangke Chen
    ,
    Yedi Zhang
    ,
    Fu Song
    ,
    Ting Wang
    ,
    Xiaoning Du
    , Yang Liu
  77. Source Code Summarization in the Era of Large Language Models
    ICSE 2025 ·
    Weisong Sun
    ,
    Yun Miao
    ,
    Yuekang Li
    ,
    Hongyu Zhang
    ,
    Chunrong Fang
    ,
    Yi Liu
    ,
    Gelei Deng
    , Yang Liu,
    Zhenyu Chen
  78. TBFV4J: An Automated Testing-Based Formal Verification Tool for Java
    ISSTA 2025 ·
    Ai Liu
    , Yang Liu,
    Shaoying Liu
  79. TIGER: A Generating-Then-Ranking Framework for Practical Python Type Inference
    ICSE 2025 ·
    Chong Wang
    ,
    Jian Zhang
    ,
    Yiling Lou
    ,
    Mingwei Liu
    ,
    Weisong Sun
    , Yang Liu,
    Xin Peng
  80. Template-Guided Program Repair in the Era of Large Language Models
    ICSE 2025 ·
    Kai Huang
    ,
    Jian Zhang
    ,
    Xiangxin Meng
    , Yang Liu
  81. The Invisible Hand: Unveiling Provider Bias in Large Language Models for Code Generation
    ACL 2025 ·
    Xiaoyu Zhang
    ,
    Juan Zhai
    ,
    Shiqing Ma
    ,
    Qingshuang Bao
    ,
    Weipeng Jiang
    ,
    Qian Wang
    ,
    Chao Shen
    , Yang Liu
  82. Towards the Versioning of LLM-Agent-Based Software
    FSE 2025 ·
    Chengwei Liu
    ,
    Lyuye Zhang
    ,
    Xiufeng Xu
    ,
    Wenbo Guo
    , Yang Liu
  83. Understanding the Effectiveness of Coverage Criteria for Large Language Models: A Special Angle from Jailbreak Attacks
    ICSE 2025 ·
    Shide Zhou
    ,
    Tianlin Li
    ,
    Kailong Wang
    ,
    Yihao Huang
    ,
    Ling Shi
    , Yang Liu,
    Haoyu Wang
  84. VideoLLaMB: Long Streaming Video Understanding with Recurrent Memory Bridges
    ICCV 2025 ·
    Yuxuan Wang
    ,
    Yiqi Song
    ,
    Cihang Xie
    , Yang Liu,
    Zilong Zheng
  85. When Prompt Engineering Meets Software Engineering: CNL-P as Natural and Robust "APIs" for Human-AI Interaction
    ICLR 2025 ·
    Zhenchang Xing
    , Yang Liu,
    Zhuo Cheng
    ,
    Qing Huang
    ,
    Dehai Zhao
    ,
    Daniel Sun
    ,
    Chenhua Liu
  86. Why the Proof Fails in Different Versions of Theorem Provers: An Empirical Study of Compatibility Issues in Isabelle
    FSE 2025 ·
    Xiaokun Luan
    ,
    David Sanán
    ,
    Zhe Hou
    ,
    Qiyuan Xu
    ,
    Chengwei Liu
    ,
    Yufan Cai
    , Yang Liu,
    Meng Sun
  87. An Empirical Study on Noisy Label Learning for Program Understanding
    ICSE 2024 ·
    Wenhan Wang
    ,
    Yanzhou Li
    ,
    Anran Li
    ,
    Jian Zhang
    ,
    Wei Ma
    , Yang Liu
  88. Attribution-guided Adversarial Code Prompt Generation for Code Completion Models
    ASE 2024 ·
    Xueyang Li
    ,
    Guozhu Meng
    ,
    Shangqing Liu
    ,
    Lu Xiang
    ,
    Kun Sun
    ,
    Kai Chen
    ,
    Xiapu Luo
    , Yang Liu
  89. BadEdit: Backdooring Large Language Models by Model Editing
    ICLR 2024 ·
    Yanzhou Li
    ,
    Tianlin Li
    ,
    Kangjie Chen
    ,
    Jian Zhang
    ,
    Shangqing Liu
    ,
    Wenhan Wang
    ,
    Tianwei Zhang
    , Yang Liu
  90. CC2Vec: Combining Typed Tokens with Contrastive Learning for Effective Code Clone Detection
    FSE 2024 ·
    Shihan Dou
    ,
    Yueming Wu
    ,
    Haoxiang Jia
    ,
    Yuhao Zhou
    ,
    Yan Liu
    , Yang Liu
  91. Cosalpure: Learning Concept from Group Images for Robust Co-Saliency Detection
    CVPR 2024 ·
    Jiayi Zhu
    ,
    Qing Guo
    ,
    Felix Juefei-Xu
    ,
    Yihao Huang
    , Yang Liu,
    Geguang Pu
  92. DeFort: Automatic Detection and Analysis of Price Manipulation Attacks in DeFi Applications
    ISSTA 2024 ·
    Maoyi Xie
    ,
    Ming Hu
    ,
    Ziqiao Kong
    ,
    Cen Zhang
    ,
    Yebo Feng
    ,
    Haijun Wang
    ,
    Yue Xue
    ,
    Hao Zhang
    ,
    Ye Liu
    , Yang Liu
  93. Demystifying Compiler Unstable Feature Usage and Impacts in the Rust Ecosystem
    ICSE 2024 ·
    Chenghao Li
    ,
    Yifei Wu
    ,
    Wenbo Shen
    ,
    Zichen Zhao
    ,
    Rui Chang
    ,
    Chengwei Liu
    , Yang Liu,
    Kui Ren
  94. Efficient Detection of Toxic Prompts in Large Language Models
    ASE 2024 ·
    Yi Liu
    ,
    Junzhe Yu
    ,
    Huijia Sun
    ,
    Ling Shi
    ,
    Gelei Deng
    ,
    Yuqi Chen
    , Yang Liu
  95. Efficient Temporal Extrapolation of Multimodal Large Language Models with Temporal Grounding Bridge
    EMNLP 2024 ·
    Yuxuan Wang
    ,
    Yueqian Wang
    ,
    Pengfei Wu
    ,
    Jianxin Liang
    ,
    Dongyan Zhao
    , Yang Liu,
    Zilong Zheng
  96. Empirical Analysis of Vulnerabilities Life Cycle in Golang Ecosystem
    ICSE 2024 ·
    Jinchang Hu
    ,
    Lyuye Zhang
    ,
    Chengwei Liu
    ,
    Sen Yang
    ,
    Song Huang
    , Yang Liu
  97. FIRE: Combining Multi-Stage Filtering with Taint Analysis for Scalable Recurring Vulnerability Detection
    USENIX Security 2024 ·
    Siyue Feng
    ,
    Yueming Wu
    ,
    Wenjie Xue
    ,
    Sikui Pan
    ,
    Deqing Zou
    , Yang Liu,
    Hai Jin
  98. FedCross: Towards Accurate Federated Learning via Multi-Model Cross-Aggregation
    ICDE 2024 ·
    Ming Hu
    ,
    Peiheng Zhou
    ,
    Zhihao Yue
    ,
    Zhiwei Ling
    ,
    Yihao Huang
    ,
    Anran Li
    , Yang Liu,
    Xiang Lian
    ,
    Mingsong Chen
  99. FedMut: Generalized Federated Learning via Stochastic Mutation
    AAAI 2024 ·
    Ming Hu
    ,
    Yue Cao
    ,
    Anran Li
    ,
    Zhiming Li
    ,
    Chengwei Liu
    ,
    Tianlin Li
    ,
    Mingsong Chen
    , Yang Liu
  100. GPTScan: Detecting Logic Vulnerabilities in Smart Contracts by Combining GPT with Program Analysis
    ICSE 2024 ·
    Yuqiang Sun
    ,
    Daoyuan Wu
    ,
    Yue Xue
    ,
    Han Liu
    ,
    Haijun Wang
    ,
    Zhengzi Xu
    ,
    Xiaofei Xie
    , Yang Liu
  101. Glitch Tokens in Large Language Models: Categorization Taxonomy and Effective Detection
    FSE 2024 ·
    Yuxi Li
    ,
    Yi Liu
    ,
    Gelei Deng
    ,
    Ying Zhang
    ,
    Wenjia Song
    ,
    Ling Shi
    ,
    Kailong Wang
    ,
    Yuekang Li
    , Yang Liu,
    Haoyu Wang
  102. How Effective Are They? Exploring Large Language Model Based Fuzz Driver Generation
    ISSTA 2024 ·
    Cen Zhang
    ,
    Yaowen Zheng
    ,
    Mingqiang Bai
    ,
    Yeting Li
    ,
    Wei Ma
    ,
    Xiaofei Xie
    ,
    Yuekang Li
    ,
    Limin Sun
    , Yang Liu
  103. IRAD: Implicit Representation-driven Image Resampling against Adversarial Attacks
    ICLR 2024 ·
    Yue Cao
    ,
    Tianlin Li
    ,
    Xiaofeng Cao
    ,
    Ivor W. Tsang
    , Yang Liu,
    Qing Guo
  104. Improving Neural Logic Machines via Failure Reflection
    ICML 2024 ·
    Zhiming Li
    ,
    Yushi Cao
    ,
    Yan Zheng
    ,
    Xu Liu
    ,
    Bozhi Wu
    ,
    Tianlin Li
    ,
    Xiufeng Xu
    ,
    Junzhe Jiang
    ,
    Yon Shin Teo
    ,
    Shang-Wei Lin
    , Yang Liu
  105. Is Aggregation the Only Choice? Federated Learning via Layer-wise Model Recombination
    SIGKDD 2024 ·
    Ming Hu
    ,
    Zhihao Yue
    ,
    Xiaofei Xie
    ,
    Cheng Chen
    ,
    Yihao Huang
    ,
    Xian Wei
    ,
    Xiang Lian
    , Yang Liu,
    Mingsong Chen
  106. Logic-guided Deep Reinforcement Learning for Stock Trading
    ICLR 2024 ·
    Zhiming Li
    ,
    Junzhe Jiang
    ,
    Yushi Cao
    ,
    Aixin Cui
    ,
    Bozhi Wu
    ,
    Bo Li
    , Yang Liu
  107. MASTERKEY: Automated Jailbreaking of Large Language Model Chatbots
    NDSS 2024 ·
    Gelei Deng
    ,
    Yi Liu
    ,
    Yuekang Li
    ,
    Kailong Wang
    ,
    Ying Zhang
    ,
    Zefeng Li
    ,
    Haoyu Wang
    ,
    Tianwei Zhang
    , Yang Liu
  108. Machine Learning is All You Need: A Simple Token-based Approach for Effective Code Clone Detection
    ICSE 2024 ·
    Siyue Feng
    ,
    Wenqi Suo
    ,
    Yueming Wu
    ,
    Deqing Zou
    , Yang Liu,
    Hai Jin
  109. Medusa: Unveil Memory Exhaustion DoS Vulnerabilities in Protocol Implementations
    WWW 2024 ·
    Zhengjie Du
    ,
    Yuekang Li
    ,
    Yaowen Zheng
    ,
    Xiaohan Zhang
    ,
    Cen Zhang
    ,
    Yi Liu
    ,
    Sheikh Mahbub Habib
    ,
    Xinghua Li
    ,
    Linzhang Wang
    , Yang Liu,
    Bing Mao
  110. Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood Discrepancy
    NeurIPS 2024 ·
    Shengfang Zhai
    ,
    Huanran Chen
    ,
    Yinpeng Dong
    ,
    Jiajun Li
    ,
    Qingni Shen
    ,
    Yansong Gao
    ,
    Hang Su
    , Yang Liu
  111. ModuleGuard: Understanding and Detecting Module Conflicts in Python Ecosystem
    ICSE 2024 ·
    Ruofan Zhu
    ,
    Xingyu Wang
    ,
    Chengwei Liu
    ,
    Zhengzi Xu
    ,
    Wenbo Shen
    ,
    Rui Chang
    , Yang Liu
  112. On Extracting Specialized Code Abilities from Large Language Models: A Feasibility Study
    ICSE 2024 ·
    Zongjie Li
    ,
    Chaozheng Wang
    ,
    Pingchuan Ma
    ,
    Chaowei Liu
    ,
    Shuai Wang
    ,
    Daoyuan Wu
    ,
    Cuiyun Gao
    , Yang Liu
  113. PatchFinder: A Two-Phase Approach to Security Patch Tracing for Disclosed Vulnerabilities in Open-Source Software
    ISSTA 2024 ·
    Kaixuan Li
    ,
    Jian Zhang
    ,
    Sen Chen
    ,
    Han Liu
    , Yang Liu,
    Yixiang Chen
  114. PentestGPT: Evaluating and Harnessing Large Language Models for Automated Penetration Testing
    USENIX Security 2024 ·
    Gelei Deng
    ,
    Yi Liu
    ,
    Víctor Mayoral Vilches
    ,
    Peng Liu
    ,
    Yuekang Li
    ,
    Yuan Xu
    ,
    Martin Pinzger
    ,
    Stefan Rass
    ,
    Tianwei Zhang
    , Yang Liu
  115. Personalization as a Shortcut for Few-Shot Backdoor Attack against Text-to-Image Diffusion Models
    AAAI 2024 ·
    Yihao Huang
    ,
    Felix Juefei-Xu
    ,
    Qing Guo
    ,
    Jie Zhang
    ,
    Yutong Wu
    ,
    Ming Hu
    ,
    Tianlin Li
    ,
    Geguang Pu
    , Yang Liu
  116. Play Guessing Game with LLM: Indirect Jailbreak Attack with Implicit Clues
    ACL 2024 ·
    Zhiyuan Chang
    ,
    Mingyang Li
    ,
    Yi Liu
    ,
    Junjie Wang
    ,
    Qing Wang
    , Yang Liu
  117. RUNNER: Responsible UNfair NEuron Repair for Enhancing Deep Neural Network Fairness
    ICSE 2024 ·
    Tianlin Li
    ,
    Yue Cao
    ,
    Jian Zhang
    ,
    Shiqian Zhao
    ,
    Yihao Huang
    ,
    Aishan Liu
    ,
    Qing Guo
    , Yang Liu
  118. Repairing Catastrophic-Neglect in Text-to-Image Diffusion Models via Attention-Guided Feature Enhancement
    EMNLP 2024 ·
    Zhiyuan Chang
    ,
    Mingyang Li
    ,
    Junjie Wang
    ,
    Yi Liu
    ,
    Qing Wang
    , Yang Liu
  119. Rules Refine the Riddle: Global Explanation for Deep Learning-Based Anomaly Detection in Security Applications
    CCS 2024 ·
    Dongqi Han
    ,
    Zhiliang Wang
    ,
    Ruitao Feng
    ,
    Minghui Jin
    ,
    Wenqi Chen
    ,
    Kai Wang
    ,
    Su Wang
    ,
    Jiahai Yang
    ,
    Xingang Shi
    ,
    Xia Yin
    , Yang Liu
  120. Safety-First Tracker: A Trajectory Planning Framework for Omnidirectional Robot Tracking
    IROS 2024 ·
    Yue Lin
    , Yang Liu,
    Pingping Zhang
    ,
    Xin Chen
    ,
    Dong Wang
    ,
    Huchuan Lu
  121. Semantic-Enhanced Indirect Call Analysis with Large Language Models
    ASE 2024 ·
    Baijun Cheng
    ,
    Cen Zhang
    ,
    Kailong Wang
    ,
    Ling Shi
    , Yang Liu,
    Haoyu Wang
    ,
    Yao Guo
    ,
    Ding Li
    ,
    Xiangqun Chen
  122. Semantic-Enhanced Static Vulnerability Detection in Baseband Firmware
    ICSE 2024 ·
    Yiming Liu
    ,
    Cen Zhang
    ,
    Feng Li
    ,
    Yeting Li
    ,
    Jianhua Zhou
    ,
    Jian Wang
    ,
    Lanlan Zhan
    , Yang Liu,
    Wei Huo
  123. Shadows in the Interface: A Comprehensive Study on Dark Patterns
    FSE 2024 ·
    Liming Nie
    ,
    Yangyang Zhao
    ,
    Chenglin Li
    ,
    Xuqiong Luo
    , Yang Liu
  124. SoVAR: Build Generalizable Scenarios from Accident Reports for Autonomous Driving Testing
    ASE 2024 ·
    An Guo
    ,
    Yuan Zhou
    ,
    Haoxiang Tian
    ,
    Chunrong Fang
    ,
    Yunjian Sun
    ,
    Weisong Sun
    ,
    Xinyu Gao
    ,
    Anh Tuan Luu
    , Yang Liu,
    Zhenyu Chen
  125. Split and Merge: Aligning Position Biases in LLM-based Evaluators
    EMNLP 2024 ·
    Zongjie Li
    ,
    Chaozheng Wang
    ,
    Pingchuan Ma
    ,
    Daoyuan Wu
    ,
    Shuai Wang
    ,
    Cuiyun Gao
    , Yang Liu
  126. Static Application Security Testing (SAST) Tools for Smart Contracts: How Far Are We?
    FSE 2024 ·
    Kaixuan Li
    ,
    Yue Xue
    ,
    Sen Chen
    ,
    Han Liu
    ,
    Kairan Sun
    ,
    Ming Hu
    ,
    Haijun Wang
    , Yang Liu,
    Yixiang Chen
  127. The Software Genome Project: Unraveling Software Through Genetic Principles
    ASE 2024 ·
    Yueming Wu
    ,
    Chengwei Liu
    ,
    Zhengzi Xu
    ,
    Lyuye Zhang
    ,
    Yiran Zhang
    ,
    Zhiling Zhu
    , Yang Liu
  128. TokenScout: Early Detection of Ethereum Scam Tokens via Temporal Graph Learning
    CCS 2024 ·
    Cong Wu
    ,
    Jing Chen
    ,
    Ziming Zhao
    ,
    Kun He
    ,
    Guowen Xu
    ,
    Yueming Wu
    ,
    Haijun Wang
    ,
    Hongwei Li
    , Yang Liu,
    Yang Xiang
  129. Uncovering and Mitigating the Impact of Code Obfuscation on Dataset Annotation with Antivirus Engines
    ISSTA 2024 ·
    Cuiying Gao
    ,
    Yueming Wu
    ,
    Heng Li
    ,
    Wei Yuan
    ,
    Haoyu Jiang
    ,
    Qidan He
    , Yang Liu
  130. Using My Functions Should Follow My Checks: Understanding and Detecting Insecure OpenZeppelin Code in Smart Contracts
    USENIX Security 2024 ·
    Han Liu
    ,
    Daoyuan Wu
    ,
    Yuqiang Sun
    ,
    Haijun Wang
    ,
    Kaixuan Li
    , Yang Liu,
    Yixiang Chen
  131. VBH-GNN: Variational Bayesian Heterogeneous Graph Neural Networks for Cross-subject Emotion Recognition
    ICLR 2024 ·
    Chenyu Liu
    ,
    Xinliang Zhou
    ,
    Zhengri Zhu
    ,
    Liming Zhai
    ,
    Ziyu Jia
    , Yang Liu
  132. VSGT: Variational Spatial and Gaussian Temporal Graph Models for EEG-based Emotion Recognition
    IJCAI 2024 ·
    Chenyu Liu
    ,
    Xinliang Zhou
    ,
    Jiaping Xiao
    ,
    Zhengri Zhu
    ,
    Liming Zhai
    ,
    Ziyu Jia
    , Yang Liu
  133. Visual Prompting in LLMs for Enhancing Emotion Recognition
    EMNLP 2024 ·
    Qixuan Zhang
    ,
    Zhifeng Wang
    ,
    Dylan Zhang
    ,
    Wenjia Niu
    ,
    Sabrina B. Caldwell
    ,
    Tom Gedeon
    , Yang Liu,
    Zhenyue Qin
  134. VulAdvisor: Natural Language Suggestion Generation for Software Vulnerability Repair
    ASE 2024 ·
    Jian Zhang
    ,
    Chong Wang
    ,
    Anran Li
    ,
    Wenhan Wang
    ,
    Tianlin Li
    , Yang Liu
  135. Where URLs Become Weapons: Automated Discovery of SSRF Vulnerabilities in Web Applications
    S&P 2024 ·
    Enze Wang
    ,
    Jianjun Chen
    ,
    Wei Xie
    ,
    Chuhan Wang
    ,
    Yifei Gao
    ,
    Zhenhua Wang
    ,
    Haixin Duan
    , Yang Liu,
    Baosheng Wang