| 2026 | DATE | EstCoder: A RTL Code Generator based on Static Functional Estimation. | Qi Xiong, Renzhi Chen, Zhigang Fang, Bowei Wang, Yingjie Zhou, Libo Huang, Lei Wang |
| 2025 | AAAI | Bridging Sequence-Structure Alignment in RNA Foundation Models. | Heng Yang, Renzhi Chen, Ke Li |
| 2025 | DATE | ASNPC: An Automated Generation Framework for SNN and Neuromorphic Processor Co-Design. | Xiangyu Wang, Yuan Li, Zhijie Yang, Chao Xiao, Xun Xiao, Renzhi Chen, Weixia Xu, Lei Wang |
| 2025 | DATE | VToT: Automatic Verilog Generation via LLMs with Tree of Thoughts Prompting. | Yingjie Zhou, Renzhi Chen, Xinyu Li, Jingkai Wang, Zhigang Fang, Bowei Wang, Wenqiang Bai, Qilin Cao, Lei Wang |
| 2025 | ICCD | RTLBench: A Multi-Dimensional Benchmark Suite for Evaluating LLM-Generated RTL Code. | Zhigang Fang, Renzhi Chen, Yang Guo, Huadong Dai, Lei Wang |
| 2025 | SMC | SHL-NAS: Neural Architecture Search for Spiking Neural Networks with SNN Hardware Latency Model. | Xinyu Li, Renzhi Chen, Lei Wang |
| 2025 | SMC | PerturbGen: A Population Based Perturbation Method for Processor Test Generation. | Jingkai Wang, Renzhi Chen, Lei Wang |
| 2024 | DATE | LLM-Based Processor Verification: A Case Study for Neuronnorphic Processor. | Chao Xiao, Yifei Deng, Zhijie Yang, Renzhi Chen, Hong Wang, Jingyue Zhao, Huadong Dai, Lei Wang, Yuhua Tang, Weixia Xu |
| 2024 | ICCD | LLM - TG: Towards Automated Test Case Generation for Processors Using Large Language Models. | Yifei Deng, Renzhi Chen, Chao Xiao, Zhijie Yang, Yuanfeng Luo, Jingyue Zhao, Na Li, Zhong Wan, Yongbao Ai, Huadong Dai, Lei Wang |
| 2024 | ICCD | OLSATM: Online Learning Based State-Aware Task Migration on S-NUCA Many-Cores. | Yandong He, Guangda Zhang, Yongjun Zhang, Hengzhu Liu, Renzhi Chen |
| 2024 | ICCD | MOTPE/D: Hardware and Algorithm Co-design for Reconfigurable Neuromorphic Processor. | Yuan Li, Renzhi Chen, Zhijie Yang, Xun Xiao, Jingyue Zhao, Zhenhua Zhu, Huadong Dai, Yuhua Tang, Weixia Xu, Li Luo, Lei Wang |
| 2024 | SMC | A Fast and Safe Neuromorphic Approach for Obstacle Avoidance of Unmanned Aerial Vehicle. | Zhong Wan, Xiangyu Zhang, Xun Xiao, Jingyue Zhao, Junbo Tie, Renzhi Chen, Shi Xu, Guangda Zhang, Lei Wang, Huadong Dai |
| 2024 | SMC | Multi-Objective Evolutionary Neural Architecture Search for Liquid State Machine. | Sida Xin, Renzhi Chen, Xun Xiao, Yuan Li, Lei Wang |
| 2023 | EMO | Data-Driven Evolutionary Multi-objective Optimization Based on Multiple-Gradient Descent for Disconnected Pareto Fronts. | Renzhi Chen, Ke Li |
| 2023 | ICONIP | Brain-Inspired Binaural Sound Source Localization Method Based on Liquid State Machine. | Yuan Li, Jingyue Zhao, Xun Xiao, Renzhi Chen, Lei Wang |
| 2023 | SMC | Multioutput Surrogate Assisted Evolutionary Algorithm for Expensive Multi-Modal Optimization Problems. | Renzhi Chen, Ke Li |
| 2023 | SMC | Workload-Aware Cache Replacement Policy Based on Bayesian Inference. | Yandong He, Zhong Wan, Renzhi Chen |
| 2021 | SMC | Knee Point Identification Based on the Geometric Characteristic. | Renzhi Chen, Ke Li |
| 2021 | SMC | Transfer Bayesian Optimization for Expensive Black-Box Optimization in Dynamic Environment. | Renzhi Chen, Ke Li |