Policy graph pruning and optimization in Monte Carlo Value Iteration for continuous-state POMDPs. - Weisheng Qian; Quan Liu 004; Zongzhang Zhang; Zhiyuan Pan; Shan Zhong (SSCI, 2016)

Weighted Double Q-learning. - Zongzhang Zhang; Zhiyuan Pan; Mykel J. Kochenderfer (IJCAI, 2017)

Asynchronous Value Iteration Network. - Zhiyuan Pan; Zongzhang Zhang; Zixuan Chen (ICONIP (2), 2018)

Marten: A Built-in Security DRL-Based Congestion Control Framework by Polishing the Expert. - Zhiyuan Pan; Jianer Zhou; Xinyi Qiu; Weichao Li 001; Heng Pan; Wei Zhang (INFOCOM, 2023)

PPT4J: Patch Presence Test for Java Binaries. - Zhiyuan Pan; Xing Hu 008; Xin Xia 001; Xian Zhan; David Lo 001; Xiaohu Yang 001 (ICSE, 2024)

Evaluating Large Language Models with Runtime Behavior of Program Execution. - Junkai Chen; Zhiyuan Pan; Xing Hu 008; Zhenhao Li 002; Ge Li 001; Xin Xia 001 (CoRR, 2024)

Enhancing Repository-Level Code Generation with Integrated Contextual Information. - Zhiyuan Pan; Xing Hu 008; Xin Xia 001; Xiaohu Yang 001 (CoRR, 2024)

A low-overhead and high-reliability physical unclonable function (PUF) for cryptography. - Wenrui Liu 002; Jiafeng Cheng; Nengyuan Sun; Heng Sha; Ming Jin; Hongyang Zhao; Zhiyuan Pan; Jinghe Wang; Selçuk Köse; Weize Yu (Integr., 2024)

A novel SM4 cryptographic architecture against higher order power analysis attacks. - Nengyuan Sun; Wenrui Liu 002; Jiafeng Cheng; Zhaokang Peng; Chunyang Wang; Caiban Sun; Heng Sha; Zhiyuan Pan; Ming Jin; Hongyang Zhao; Jinghe Wang; Yiming Wen; et al. (Int. J. Circuit Theory Appl., 2024)

Reasoning Runtime Behavior of a Program with LLM: How Far are We? - Junkai Chen; Zhiyuan Pan; Xing Hu 008; Zhenhao Li 002; Ge Li 001; Xin Xia 001 (ICSE, 2025)

State-of-the-Art 3DES Pipelined Cryptographic Engine Design Against Side-Channel Attacks. - Kai Shi; Chunyang Wang; Jiafeng Cheng; Wenrui Liu 002; Nengyuan Sun; Hongyang Zhao; Heng Sha; Zhiyuan Pan; Ming Jin; Jinghe Wang; Zhaoyi Niu; Jianghong Li; et al. (Int. J. Circuit Theory Appl., 2025)

Re-Evaluating Code LLM Benchmarks Under Semantic Mutation. - Zhiyuan Pan; Xing Hu 008; Xin Xia 001; Xiaohu Yang 001 (CoRR, 2025)

GCC-Spam: Spam Detection via GAN, Contrastive Learning, and Character Similarity Networks. - Zhijie Wang; Zixin Xu; Zhiyuan Pan (CoRR, 2025)