Junkai Chen - RankMe

42 papers A* 5B 4C 2Journal 25Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	MIRROR: Manifold Ideal Reference ReconstructOR for Generalizable AI-Generated Image Detection. CoRR Ruiqi Liu, Manni Cui, Ziheng Qin, Zhiyuan Yan, Ruoxin Chen, Yi Han, Zhiheng Li, Junkai Chen, ZhiJin Chen, Kaiqing Lin, Jialiang Shen, Lubin Weng, Jing Dong, Yan Wang, Shu Wu
2026	J	`jnl`	NLPerturbator: Studying the Robustness of Code LLMs to Natural Language Variations. ACM Trans. Softw. Eng. Methodol. Junkai Chen, Zhenhao Li, Xing Hu, Xin Xia
2026	J	`jnl`	PenForge: On-the-Fly Expert Agent Construction for Automated Penetration Testing. CoRR Huihui Huang, Jieke Shi, Junkai Chen, Ting Zhang, Yikun Li, Chengran Yang, Eng Lieh Ouh, Lwin Khin Shar, David Lo
2026	J	`jnl`	Unified Structural-Hydrodynamic Modeling of Underwater Underactuated Mechanisms and Soft Robots. CoRR Chenrui Zhang, Yiyuan Zhang, Yunfei Ye, Junkai Chen, Haozhe Wang, Cecilia Laschi
2025	J	`jnl`	Assessing and Advancing Benchmarks for Evaluating Large Language Models in Software Engineering Tasks. CoRR Xing Hu, Feifei Niu, Junkai Chen, Xin Zhou, Junwei Zhang, Junda He, Xin Xia, David Lo
2025	A*	`conf`	Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Attention Lens. CVPR Zhangqi Jiang, Junkai Chen, Beier Zhu, Tingjin Luo, Yankun Shen, Xu Yang
2025	A*	`conf`	Fast Large Language Model Collaborative Decoding via Speculation. ICML Jiale Fu, Yuchu Jiang, Junkai Chen, Jiaming Fan, Xin Geng, Xu Yang
2025	A*	`conf`	Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models. ICML Xin Zou, Yizhou Wang, Yibo Yan, Yuanhuiyi Lyu, Kening Zheng, Sirui Huang, Junkai Chen, Peijie Jiang, Jia Liu, Chang Tang, Xuming Hu
2025	J	`jnl`	Open the Oyster: Empirical Evaluation and Improvement of Code Reasoning Confidence in LLMs. CoRR Shufan Wang, Xing Hu, Junkai Chen, Zhiyuan Pan, Xin Xia
2025	—	`conf`	Optimization of IoUT Systems: A Hierarchical Federated Transfer Learning Approach Based on UAV Computation Offloading. ICIC (4) Jian Hou, Congcong Yang, Qiaosha Zou, Junkai Chen, Xiaotong Nie
2025	J	`jnl`	Out of Distribution, Out of Luck: How Well Can LLMs Trained on Vulnerability Datasets Detect Top 25 CWE Weaknesses? CoRR 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
2025	J	`jnl`	R2Vul: Learning to Reason about Software Vulnerabilities with Reinforcement Learning and Structured Reasoning Distillation. CoRR 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
2025	A*	`conf`	Reasoning Runtime Behavior of a Program with LLM: How Far are We? ICSE Junkai Chen, Zhiyuan Pan, Xing Hu, Zhenhao Li, Ge Li, Xin Xia
2025	—	`conf`	Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models. ACL (Findings) Kening Zheng, Junkai Chen, Yibo Yan, Xin Zou, Huiyu Zhou, Xuming Hu
2025	—	`conf`	SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning. ACL (Findings) Junkai Chen, Zhijie Deng, Kening Zheng, Yibo Yan, Shuliang Liu, PeiJun Wu, Peijie Jiang, Jia Liu, Xuming Hu
2025	J	`jnl`	SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning. CoRR Junkai Chen, Zhijie Deng, Kening Zheng, Yibo Yan, Shuliang Liu, PeiJun Wu, Peijie Jiang, Jia Liu, Xuming Hu
2025	J	`jnl`	SecureAgentBench: Benchmarking Secure Code Generation under Realistic Vulnerability Scenarios. CoRR 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
2025	J	`jnl`	Semantics-Aligned, Curriculum-Driven, and Reasoning-Enhanced Vulnerability Repair Framework. CoRR Chengran Yang, Ting Zhang, Jinfeng Jiang, Xin Zhou, Haoye Tian, Jieke Shi, Junkai Chen, Yikun Li, Eng Lieh Ouh, Lwin Khin Shar, David Lo
2025	J	`jnl`	Speculative Ensemble: Fast Large Language Model Ensemble via Speculation. CoRR Jiale Fu, Yuchu Jiang, Junkai Chen, Jiaming Fan, Xin Geng, Xu Yang
2025	J	`jnl`	Understanding Practitioners' Expectations on Clear Code Review Comments. Proc. ACM Softw. Eng. Junkai Chen, Zhenhao Li, Qiheng Mao, Xing Hu, Kui Liu, Xin Xia
2024	—	`conf`	A 1.2-μA SIMO DC-DC Converter with 0.04-mV/mA Cross Regulation under Simultaneous Multi-Channel Loading Transition. ICTA Junkai Chen, Kuiren Su, Yutang Chen, Jianping Guo
2024	A*	`conf`	Code Search is All You Need? Improving Code Suggestions with Code Search. ICSE Junkai Chen, Xing Hu, Zhenhao Li, Cuiyun Gao, Xin Xia, David Lo
2024	J	`jnl`	Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Attention Lens. CoRR Zhangqi Jiang, Junkai Chen, Beier Zhu, Tingjin Luo, Yankun Shen, Xu Yang
2024	J	`jnl`	Evaluating Large Language Models with Runtime Behavior of Program Execution. CoRR Junkai Chen, Zhiyuan Pan, Xing Hu, Zhenhao Li, Ge Li, Xin Xia
2024	J	`jnl`	Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models. CoRR Xin Zou, Yizhou Wang, Yibo Yan, Sirui Huang, Kening Zheng, Junkai Chen, Chang Tang, Xuming Hu
2024	J	`jnl`	Meta-Regulation: An ideal alternative to the primary responsibility as the regulatory model of generative AI in China. Comput. Law Secur. Rev. Huijuan Dong, Junkai Chen
2024	J	`jnl`	NLPerturbator: Studying the Robustness of Code LLMs to Natural Language Variations. CoRR Junkai Chen, Zhenhao Li, Xing Hu, Xin Xia
2024	J	`jnl`	Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models. CoRR Kening Zheng, Junkai Chen, Yibo Yan, Xin Zou, Xuming Hu
2024	J	`jnl`	Studying Practitioners' Expectations on Clear Code Review Comments. CoRR Zhenhao Li, Junkai Chen, Qiheng Mao, Xing Hu, Kui Liu, Xin Xia
2023	—	`conf`	A Lightweight NUet Model for Document Image Restoration. CISP-BMEI Junkai Chen, Liqing Huang
2023	J	`jnl`	Characterizing commodity serverless computing platforms. J. Softw. Evol. Process. Jinfeng Wen, Yi Liu, Zhenpeng Chen, Junkai Chen, Yun Ma
2022	J	`jnl`	LambdaLite: Application-Level Optimization for Cold Start Latency in Serverless Computing. CoRR Jinfeng Wen, Zhenpeng Chen, Ding Li, Junkai Chen, Yi Liu, Haoyu Wang, Xin Jin, Xuanzhe Liu
2020	C	`conf`	PT controlled buck converter with adaptive PCCM using charge monitoring and NMOS current sensing. VLSI-SOC Yongnan Chen, Yanhan Zeng, Junkai Chen, Hong-Zhou Tan
2018	J	`jnl`	Facial Expression Recognition in Video with Multiple Feature Fusion. IEEE Trans. Affect. Comput. Junkai Chen, Zenghai Chen, Zheru Chi, Hong Fu
2017	J	`jnl`	A new framework with multiple tasks for detecting and locating pain events in video. Comput. Vis. Image Underst. Junkai Chen, Zheru Chi, Hong Fu
2017	J	`jnl`	Smile detection in the wild with deep convolutional neural networks. Mach. Vis. Appl. Junkai Chen, Qihao Ou, Zheru Chi, Hong Fu
2016	C	`conf`	Facial expression recognition with dynamic Gabor volume feature. MMSP Junkai Chen, Zheru Chi, Hong Fu
2016	B	`conf`	Smile detection in the wild with hierarchical visual feature. ICIP Jiahuiran Li, Junkai Chen, Zheru Chi
2015	B	`conf`	A new approach for pain event detection in video. ACII Junkai Chen, Zheru Chi, Hong Fu
2015	B	`conf`	Dynamic texture and geometry features for facial expression recognition in video. ICIP Junkai Chen, Zenghai Chen, Zheru Chi, Hong Fu
2014	B	`conf`	Emotion Recognition in the Wild with Feature Fusion and Multiple Kernel Learning. ICMI Junkai Chen, Zenghai Chen, Zheru Chi, Hong Fu
2014	—	`conf`	Recognition of Facial Action Units with Action Unit Classifiers and an Association Network. ACCV Workshops (2) Junkai Chen, Zenghai Chen, Zheru Chi, Hong Fu