Shiwei Feng - RankMe

31 papers A* 10A 2Journal 17Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	SpecOps: A Fully Automated AI Agent Testing Framework in Real-World GUI Environments. CoRR Syed Yusuf Ahmed, Shiwei Feng, Chanwoo Bae, Calix Barrus, Xiangyu Zhang
2025	J	`jnl`	An LLM Agent for Functional Bug Detection in Network Protocols. CoRR Mingwei Zheng, Chengpeng Wang, Xuwei Liu, Jinyao Guo, Shiwei Feng, Xiangyu Zhang
2025	A	`conf`	EffiTune: Diagnosing and Mitigating Training Inefficiency for Parameter Tuner in Robot Navigation System. IROS Shiwei Feng, Xuan Chen, Zikang Xiong, Zhiyuan Cheng, Yifei Gao, Siyuan Cheng, Sayali Kate, Xiangyu Zhang
2025	J	`jnl`	IntenTest: Stress Testing for Intent Integrity in API-Calling LLM Agents. CoRR Shiwei Feng, Xiangzhe Xu, Xuan Chen, Kaiyuan Zhang, Syed Yusuf Ahmed, Zian Su, Mingwei Zheng, Xiangyu Zhang
2025	J	`jnl`	Position: Intelligent Coding Systems Should Write Programs with Justifications. CoRR Xiangzhe Xu, Shiwei Feng, Zian Su, Chengpeng Wang, Xiangyu Zhang
2025	A*	`conf`	RFCAudit: AI Agent for Auditing Protocol Implementations Against RFC Specifications. ASE Mingwei Zheng, Chengpeng Wang, Xuwei Liu, Jinyao Guo, Shiwei Feng, Xiangyu Zhang
2025	J	`jnl`	ROSCallBaX: Statically Detecting Inconsistencies in Callback Function Setup of Robotic Systems. Proc. ACM Softw. Eng. Sayali Kate, Yifei Gao, Shiwei Feng, Xiangyu Zhang
2025	J	`jnl`	Temporal Logic-Based Multi-Vehicle Backdoor Attacks against Offline RL Agents in End-to-end Autonomous Driving. CoRR Xuan Chen, Shiwei Feng, Zikang Xiong, Shengwei An, Yunshu Mao, Lu Yan, Guanhong Tao, Wenbo Guo, Xiangyu Zhang
2025	A*	`conf`	Unleashing the Power of Generative Model in Recovering Variable Names from Stripped Binary. NDSS Xiangzhe Xu, Zhuo Zhang, Zian Su, Ziyang Huang, Shiwei Feng, Yapeng Ye, Nan Jiang, Danning Xie, Siyuan Cheng, Lin Tan, Xiangyu Zhang
2024	A*	`conf`	BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression Tasks. ICML Zhiyuan Cheng, Zhaoyi Liu, Tengda Guo, Shiwei Feng, Dongfang Liu, Mingjie Tang, Xiangyu Zhang
2024	J	`jnl`	BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression Tasks. CoRR Zhiyuan Cheng, Zhaoyi Liu, Tengda Guo, Shiwei Feng, Dongfang Liu, Mingjie Tang, Xiangyu Zhang
2024	J	`jnl`	DIGIMON: Diagnosis and Mitigation of Sampling Skew for Reinforcement Learning based Meta-Planner in Robot Navigation. CoRR Shiwei Feng, Xuan Chen, Zhiyuan Cheng, Zikang Xiong, Yifei Gao, Siyuan Cheng, Sayali Kate, Xiangyu Zhang
2024	A*	`conf`	Distribution Preserving Backdoor Attack in Self-supervised Learning. SP Guanhong Tao, Zhenting Wang, Shiwei Feng, Guangyu Shen, Shiqing Ma, Xiangyu Zhang
2024	A*	`conf`	Fusion Is Not Enough: Single Modal Attacks on Fusion Models for 3D Object Detection. ICLR Zhiyuan Cheng, Hongjun Choi, Shiwei Feng, James Chenhao Liang, Guanhong Tao, Dongfang Liu, Michael Zuzak, Xiangyu Zhang
2024	J	`jnl`	LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning. CoRR Siyuan Cheng, Guanhong Tao, Yingqi Liu, Guangyu Shen, Shengwei An, Shiwei Feng, Xiangzhe Xu, Kaiyuan Zhang, Shiqing Ma, Xiangyu Zhang
2024	A*	`conf`	Lotus: Evasive and Resilient Backdoor Attacks through Sub-Partitioning. CVPR Siyuan Cheng, Guanhong Tao, Yingqi Liu, Guangyu Shen, Shengwei An, Shiwei Feng, Xiangzhe Xu, Kaiyuan Zhang, Shiqing Ma, Xiangyu Zhang
2024	A*	`conf`	ROCAS: Root Cause Analysis of Autonomous Driving Accidents via Cyber-Physical Co-mutation. ASE Shiwei Feng, Yapeng Ye, Qingkai Shi, Zhiyuan Cheng, Xiangzhe Xu, Siyuan Cheng, Hongjun Choi, Xiangyu Zhang
2024	J	`jnl`	ROCAS: Root Cause Analysis of Autonomous Driving Accidents via Cyber-Physical Co-mutation. CoRR Shiwei Feng, Yapeng Ye, Qingkai Shi, Zhiyuan Cheng, Xiangzhe Xu, Siyuan Cheng, Hongjun Choi, Xiangyu Zhang
2023	A*	`conf`	BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense. NDSS Siyuan Cheng, Guanhong Tao, Yingqi Liu, Shengwei An, Xiangzhe Xu, Shiwei Feng, Guangyu Shen, Kaiyuan Zhang, Qiuling Xu, Shiqing Ma, Xiangyu Zhang
2023	J	`jnl`	BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense. CoRR Siyuan Cheng, Guanhong Tao, Yingqi Liu, Shengwei An, Xiangzhe Xu, Shiwei Feng, Guangyu Shen, Kaiyuan Zhang, Qiuling Xu, Shiqing Ma, Xiangyu Zhang
2023	A*	`conf`	Detecting Backdoors in Pre-trained Encoders. CVPR Shiwei Feng, Guanhong Tao, Siyuan Cheng, Guangyu Shen, Xiangzhe Xu, Yingqi Liu, Kaiyuan Zhang, Shiqing Ma, Xiangyu Zhang
2023	J	`jnl`	Detecting Backdoors in Pre-trained Encoders. CoRR Shiwei Feng, Guanhong Tao, Siyuan Cheng, Guangyu Shen, Xiangzhe Xu, Yingqi Liu, Kaiyuan Zhang, Shiqing Ma, Xiangyu Zhang
2023	A*	`conf`	FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning. ICLR Kaiyuan Zhang, Guanhong Tao, Qiuling Xu, Siyuan Cheng, Shengwei An, Yingqi Liu, Shiwei Feng, Guangyu Shen, Pin-Yu Chen, Shiqing Ma, Xiangyu Zhang
2023	J	`jnl`	Fusion is Not Enough: Single-Modal Attacks to Compromise Fusion Models in Autonomous Driving. CoRR Zhiyuan Cheng, Hongjun Choi, James Liang, Shiwei Feng, Guanhong Tao, Dongfang Liu, Michael Zuzak, Xiangyu Zhang
2023	A	`conf`	Improving Binary Code Similarity Transformer Models by Semantics-Driven Instruction Deemphasis. ISSTA Xiangzhe Xu, Shiwei Feng, Yapeng Ye, Guangyu Shen, Zian Su, Siyuan Cheng, Guanhong Tao, Qingkai Shi, Zhuo Zhang, Xiangyu Zhang
2023	J	`jnl`	LmPa: Improving Decompilation by Synergy of Large Language Model and Program Analysis. CoRR Xiangzhe Xu, Zhuo Zhang, Shiwei Feng, Yapeng Ye, Zian Su, Nan Jiang, Siyuan Cheng, Lin Tan, Xiangyu Zhang
2023	—	`conf`	PEM: Representing Binary Program Semantics for Similarity Analysis via a Probabilistic Execution Model. ESEC/SIGSOFT FSE Xiangzhe Xu, Zhou Xuan, Shiwei Feng, Siyuan Cheng, Yapeng Ye, Qingkai Shi, Guanhong Tao, Le Yu, Zhuo Zhang, Xiangyu Zhang
2023	J	`jnl`	PEM: Representing Binary Program Semantics for Similarity Analysis via a Probabilistic Execution Model. CoRR Xiangzhe Xu, Zhou Xuan, Shiwei Feng, Siyuan Cheng, Yapeng Ye, Qingkai Shi, Guanhong Tao, Le Yu, Zhuo Zhang, Xiangyu Zhang
2022	J	`jnl`	FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning. CoRR Kaiyuan Zhang, Guanhong Tao, Qiuling Xu, Siyuan Cheng, Shengwei An, Yingqi Liu, Shiwei Feng, Guangyu Shen, Pin-Yu Chen, Shiqing Ma, Xiangyu Zhang
2020	—	`conf`	Graph-to-Tree Neural Networks for Learning Structured Input-Output Translation with Applications to Semantic Parsing and Math Word Problem. EMNLP (Findings) Shucheng Li, Lingfei Wu, Shiwei Feng, Fangli Xu, Fengyuan Xu, Sheng Zhong
2020	J	`jnl`	Graph-to-Tree Neural Networks for Learning Structured Input-Output Translation with Applications to Semantic Parsing and Math Word Problem. CoRR Shucheng Li, Lingfei Wu, Shiwei Feng, Fangli Xu, Fengyuan Xu, Sheng Zhong