End-to-End Photo-Sketch Generation via Fully Convolutional Representation Learning. - Liliang Zhang; Liang Lin; Xian Wu 007; Shengyong Ding; Lei Zhang 006 (ICMR, 2015)

Learning to Segment Object Proposals via Recursive Neural Networks. - Tianshui Chen; Liang Lin; Xian Wu 007; Xiaonan Luo (CoRR, 2016)

Content-Adaptive Sketch Portrait Generation by Decompositional Representation Learning. - Dongyu Zhang 002; Liang Lin; Tianshui Chen; Xian Wu 007; Wenwei Tan; Ebroul Izquierdo (IEEE Trans. Image Process., 2017)

Interpretable Video Captioning via Trajectory Structured Localization. - Xian Wu 007; Guanbin Li; Qingxing Cao; Qingge Ji; Liang Lin (CVPR, 2018)

Learning to Segment Object Candidates via Recursive Neural Networks. - Tianshui Chen; Liang Lin; Xian Wu 007; Nong Xiao; Xiaonan Luo (IEEE Trans. Image Process., 2018)

Adversarial Policy Learning in Two-player Competitive Games. - Wenbo Guo 002; Xian Wu 007; Sui Huang; Xinyu Xing 001 (ICML, 2021)

BACKDOORL: Backdoor Attack against Competitive Reinforcement Learning. - Lun Wang 001; Zaynah Javed; Xian Wu 007; Wenbo Guo 002; Xinyu Xing 001; Dawn Song (IJCAI, 2021)

EDGE: Explaining Deep Reinforcement Learning Policies. - Wenbo Guo 002; Xian Wu 007; Usmann Khan; Xinyu Xing 001 (NeurIPS, 2021)

Adversarial Policy Training against Deep Reinforcement Learning. - Xian Wu 007; Wenbo Guo 002; Hua Wei; Xinyu Xing 001 (USENIX Security Symposium, 2021)

StateMask: Explaining Deep Reinforcement Learning through State Mask. - Zelei Cheng; Xian Wu 007; Jiahao Yu 001; Wenhai Sun; Wenbo Guo 002; Xinyu Xing 001 (NeurIPS, 2023)

From Grim Reality to Practical Solution: Malware Classification in Real-World Noise. - Xian Wu 007; Wenbo Guo 002; Jia Yan; Baris Coskun; Xinyu Xing 001 (SP, 2023)

PATROL: Provable Defense against Adversarial Policy in Two-player Games. - Wenbo Guo 002; Xian Wu 007; Lun Wang 001; Xinyu Xing 001; Dawn Song (USENIX Security Symposium, 2023)

RICE: Breaking Through the Training Bottlenecks of Reinforcement Learning with Explanation. - Zelei Cheng; Xian Wu 007; Jiahao Yu 001; Sabrina Yang; Gang Wang 011; Xinyu Xing 001 (ICML, 2024)

Soft-Label Integration for Robust Toxicity Classification. - Zelei Cheng; Xian Wu 007; Jiahao Yu 001; Shuo Han; Xin-Qiang Cai; Xinyu Xing 001 (NeurIPS, 2024)

BlockFound: Customized blockchain foundation model for anomaly detection. - Jiahao Yu 001; Xian Wu 007; Hao Liu; Wenbo Guo 002; Xinyu Xing 001 (CoRR, 2024)

PrivAgent: Agentic-based Red-teaming for LLM Privacy Leakage. - Yuzhou Nie; Zhun Wang; Ye Yu; Xian Wu 007; Xuandong Zhao; Wenbo Guo 002; Dawn Song (CoRR, 2024)