Detecting Log Anomalies with Multi-Head Attention (LAMA). - Yicheng Guo; Yujin Wen; Congwei Jiang; Yixin Lian; Yi Wan (CoRR, 2021)

MAPPO-PIS: A Multi-agent Proximal Policy Optimization Method with Prior Intent Sharing for CAVs' Cooperative Decision-Making. - Yicheng Guo; Jiaqi Liu; Rongjie Yu; Peng Hang; Jian Sun 010 (ECCV Workshops (8), 2024)

Learning Disentangled Task-Related Representation for Time Series. - Liping Hou; Lemeng Pan; Yicheng Guo; Cheng Li; Lihao Zhang (PAKDD (6), 2024)

Reverse Backdoor Distillation: Towards Online Backdoor Attack Detection for Deep Neural Network Models. - Zeming Yao; Hangtao Zhang; Yicheng Guo; Xin Tian 015; Wei Peng 011; Yi Zou; Leo Yu Zhang; Chao Chen 015 (IEEE Trans. Dependable Secur. Comput., 2024)

No More Data Silos: Unified Microservice Failure Diagnosis With Temporal Knowledge Graph. - Shenglin Zhang; Yongxin Zhao; Sibo Xia; Shirui Wei; Yongqian Sun; Chenyu Zhao; Shiyu Ma; Junhua Kuang; Bolin Zhu; Lemeng Pan; Yicheng Guo; Dan Pei (IEEE Trans. Serv. Comput., 2024)

Automatic Radar Intra-Pulse Signal Modulation Classification Using the Supervised Contrastive Learning. - Jingjing Cai; Yicheng Guo; Xianghai Cao (Remote. Sens., 2024)

PwnGPT: Automatic Exploit Generation Based on Large Language Models. - Wanzong Peng; Lin Ye; Xuetao Du; Hongli Zhang 001; Dongyang Zhan; Yunting Zhang; Yicheng Guo; Chen Zhang (ACL (1), 2025)

Interpretable Failure Localization for Microservice Systems Based on Graph Autoencoder. - Yongqian Sun; Zihan Lin; Binpeng Shi; Shenglin Zhang; Shiyu Ma; Pengxiang Jin; Zhenyu Zhong; Lemeng Pan; Yicheng Guo; Dan Pei (ACM Trans. Softw. Eng. Methodol., 2025)

Towards Human-Centric Autonomous Driving: A Fast-Slow Architecture Integrating Large Language Model Guidance with Reinforcement Learning. - Chengkai Xu; Jiaqi Liu; Yicheng Guo; Yuhang Zhang; Peng Hang; Jian Sun 010 (CoRR, 2025)

Interactive Adversarial Testing of Autonomous Vehicles with Adjustable Confrontation Intensity. - Yicheng Guo; Chengkai Xu; Jiaqi Liu; Hao Zhang 008; Peng Hang; Jian Sun 010 (CoRR, 2025)