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Junkai Chen
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2020 – today
- 2026
[i16]Huihui Huang, Jieke Shi, Junkai Chen, Ting Zhang, Yikun Li, Chengran Yang, Eng Lieh Ouh, Lwin Khin Shar, David Lo:
PenForge: On-the-Fly Expert Agent Construction for Automated Penetration Testing. CoRR abs/2601.06910 (2026)- 2025
[j4]Junkai Chen
, Zhenhao Li
, Qiheng Mao
, Xing Hu
, Kui Liu
, Xin Xia
:
Understanding Practitioners' Expectations on Clear Code Review Comments. Proc. ACM Softw. Eng. 2(ISSTA): 1257-1279 (2025)
[c11]Kening Zheng, Junkai Chen, Yibo Yan, Xin Zou, Huiyu Zhou, Xuming Hu:
Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models. ACL (Findings) 2025: 6193-6212
[c10]Junkai Chen, Zhijie Deng, Kening Zheng, Yibo Yan, Shuliang Liu, PeiJun Wu, Peijie Jiang, Jia Liu, Xuming Hu:
SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning. ACL (Findings) 2025: 14194-14224
[c9]Zhangqi Jiang, Junkai Chen, Beier Zhu
, Tingjin Luo, Yankun Shen, Xu Yang:
Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Attention Lens. CVPR 2025: 25004-25014
[c8]Jian Hou, Congcong Yang, Qiaosha Zou, Junkai Chen, Xiaotong Nie:
Optimization of IoUT Systems: A Hierarchical Federated Transfer Learning Approach Based on UAV Computation Offloading. ICIC (4) 2025: 152-163
[c7]Xin Zou, Yizhou Wang, Yibo Yan, Yuanhuiyi Lyu, Kening Zheng, Sirui Huang, Junkai Chen, Peijie Jiang, Jia Liu, Chang Tang, Xuming Hu:
Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models. ICML 2025
[c6]Jiale Fu, Yuchu Jiang, Junkai Chen, Jiaming Fan, Xin Geng, Xu Yang:
Fast Large Language Model Collaborative Decoding via Speculation. ICML 2025
[c5]Junkai Chen, Zhiyuan Pan, Xing Hu, Zhenhao Li, Ge Li, Xin Xia:
Reasoning Runtime Behavior of a Program with LLM: How Far are We? ICSE 2025: 1869-1881
[i15]Jiale Fu, Yuchu Jiang, Junkai Chen, Jiaming Fan, Xin Geng, Xu Yang:
Speculative Ensemble: Fast Large Language Model Ensemble via Speculation. CoRR abs/2502.01662 (2025)
[i14]Junkai Chen, Zhijie Deng, Kening Zheng, Yibo Yan, Shuliang Liu, PeiJun Wu, Peijie Jiang, Jia Liu, Xuming Hu:
SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning. CoRR abs/2502.12520 (2025)
[i13]Martin Weyssow, Chengran Yang, Junkai Chen, Yikun Li, Huihui Huang, Ratnadira Widyasari, Han Wei Ang, Frank Liauw, Eng Lieh Ouh, Lwin Khin Shar, David Lo:
R2Vul: Learning to Reason about Software Vulnerabilities with Reinforcement Learning and Structured Reasoning Distillation. CoRR abs/2504.04699 (2025)
[i12]Xing Hu, Feifei Niu, Junkai Chen, Xin Zhou, Junwei Zhang, Junda He, Xin Xia, David Lo:
Assessing and Advancing Benchmarks for Evaluating Large Language Models in Software Engineering Tasks. CoRR abs/2505.08903 (2025)
[i11]Yikun Li, Ngoc Tan Bui, Ting Zhang, Martin Weyssow, Chengran Yang, Xin Zhou, Jinfeng Jiang, Junkai Chen, Huihui Huang, Huu Hung Nguyen, Chiok Yew Ho, Jie Tang, Ruiyin Li, Yide Yin, Han Wei Ang
, Frank Liauw, Eng Lieh Ouh, Lwin Khin Shar, David Lo:
Out of Distribution, Out of Luck: How Well Can LLMs Trained on Vulnerability Datasets Detect Top 25 CWE Weaknesses? CoRR abs/2507.21817 (2025)
[i10]Junkai Chen, Huihui Huang, Yunbo Lyu, Junwen An, Jieke Shi, Chengran Yang, Ting Zhang
, Haoye Tian, Yikun Li, Zhenhao Li, Xin Zhou, Xing Hu, David Lo:
SecureAgentBench: Benchmarking Secure Code Generation under Realistic Vulnerability Scenarios. CoRR abs/2509.22097 (2025)
[i9]Chengran Yang, Ting Zhang
, Jinfeng Jiang, Xin Zhou, Haoye Tian, Jieke Shi, Junkai Chen, Yikun Li, Eng Lieh Ouh, Lwin Khin Shar, David Lo:
Semantics-Aligned, Curriculum-Driven, and Reasoning-Enhanced Vulnerability Repair Framework. CoRR abs/2510.01002 (2025)
[i8]Shufan Wang, Xing Hu, Junkai Chen, Zhiyuan Pan, Xin Xia:
Open the Oyster: Empirical Evaluation and Improvement of Code Reasoning Confidence in LLMs. CoRR abs/2511.02197 (2025)- 2024
[j3]Huijuan Dong, Junkai Chen
:
Meta-Regulation: An ideal alternative to the primary responsibility as the regulatory model of generative AI in China. Comput. Law Secur. Rev. 54: 106016 (2024)
[c4]Junkai Chen
, Xing Hu
, Zhenhao Li
, Cuiyun Gao
, Xin Xia
, David Lo
:
Code Search is All You Need? Improving Code Suggestions with Code Search. ICSE 2024: 73:1-73:13
[c3]Junkai Chen, Kuiren Su, Yutang Chen, Jianping Guo:
A 1.2-μA SIMO DC-DC Converter with 0.04-mV/mA Cross Regulation under Simultaneous Multi-Channel Loading Transition. ICTA 2024: 204-205
[i7]Junkai Chen, Zhiyuan Pan, Xing Hu, Zhenhao Li, Ge Li, Xin Xia:
Evaluating Large Language Models with Runtime Behavior of Program Execution. CoRR abs/2403.16437 (2024)
[i6]Junkai Chen, Zhenhao Li, Xing Hu, Xin Xia:
NLPerturbator: Studying the Robustness of Code LLMs to Natural Language Variations. CoRR abs/2406.19783 (2024)
[i5]Kening Zheng, Junkai Chen, Yibo Yan, Xin Zou, Xuming Hu:
Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models. CoRR abs/2408.09429 (2024)
[i4]Xin Zou, Yizhou Wang, Yibo Yan, Sirui Huang, Kening Zheng, Junkai Chen, Chang Tang, Xuming Hu:
Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models. CoRR abs/2410.03577 (2024)
[i3]Zhenhao Li, Junkai Chen, Qiheng Mao, Xing Hu, Kui Liu, Xin Xia:
Studying Practitioners' Expectations on Clear Code Review Comments. CoRR abs/2410.06515 (2024)
[i2]Zhangqi Jiang, Junkai Chen, Beier Zhu
, Tingjin Luo, Yankun Shen, Xu Yang:
Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Attention Lens. CoRR abs/2411.16724 (2024)- 2023
[j2]Jinfeng Wen
, Yi Liu, Zhenpeng Chen
, Junkai Chen, Yun Ma:
Characterizing commodity serverless computing platforms. J. Softw. Evol. Process. 35(10) (2023)
[j1]Xuanzhe Liu
, Jinfeng Wen
, Zhenpeng Chen
, Ding Li
, Junkai Chen
, Yi Liu
, Haoyu Wang
, Xin Jin
:
FaaSLight: General Application-level Cold-start Latency Optimization for Function-as-a-Service in Serverless Computing. ACM Trans. Softw. Eng. Methodol. 32(5): 119:1-119:29 (2023)
[c2]Junkai Chen, Liqing Huang:
A Lightweight NUet Model for Document Image Restoration. CISP-BMEI 2023: 1-5- 2022
[i1]Jinfeng Wen, Zhenpeng Chen, Ding Li, Junkai Chen, Yi Liu, Haoyu Wang, Xin Jin, Xuanzhe Liu
:
LambdaLite: Application-Level Optimization for Cold Start Latency in Serverless Computing. CoRR abs/2207.08175 (2022)- 2020
[c1]Yongnan Chen, Yanhan Zeng, Junkai Chen, Hong-Zhou Tan:
PT controlled buck converter with adaptive PCCM using charge monitoring and NMOS current sensing. VLSI-SOC 2020: 176-180
Coauthor Index

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last updated on 2026-02-13 00:47 CET by the dblp team
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