DIMMining: pruning-efficient and parallel graph mining on near-memory-computing. - Guohao Dai; Zhenhua Zhu; Tianyu Fu 004; Chiyue Wei; Bangyan Wang; Xiangyu Li; Yuan Xie 001; Huazhong Yang; Yu Wang 002 (ISCA, 2022)

CLAP: Locality Aware and Parallel Triangle Counting with Content Addressable Memory. - Tianyu Fu 004; Chiyue Wei; Zhenhua Zhu; Shang Yang; Zhongming Yu; Guohao Dai; Huazhong Yang; Yu Wang 002 (DATE, 2023)

DeSCo: Towards Generalizable and Scalable Deep Subgraph Counting. - Tianyu Fu 004; Chiyue Wei; Yu Wang 002; Rex Ying (WSDM, 2024)

A Survey: Collaborative Hardware and Software Design in the Era of Large Language Models. - Cong Guo 003; Feng Cheng; Zhixu Du; James Kiessling; Jonathan Ku; Shiyu Li 001; Ziru Li; Mingyuan Ma; Tergel Molom-Ochir; Benjamin Morris 004; Haoxuan Shan; Jingwei Sun 002; et al. (CoRR, 2024)

Prosperity: Accelerating Spiking Neural Networks via Product Sparsity. - Chiyue Wei; Cong Guo 003; Feng Cheng; Shiyu Li 001; Hao (Frank) Yang; Hai Helen Li; Yiran Chen 001 (HPCA, 2025)

Transitive Array: An Efficient GEMM Accelerator with Result Reuse. - Cong Guo 003; Chiyue Wei; Jiaming Tang; Bowen Duan; Song Han 003; Hai Li 001; Yiran Chen 001 (ISCA, 2025)

Ecco: Improving Memory Bandwidth and Capacity for LLMs via Entropy-Aware Cache Compression. - Feng Cheng; Cong Guo 003; Chiyue Wei; Junyao Zhang; Changchun Zhou 001; Edward Hanson; Jiaqi Zhang 002; Xiaoxiao Liu 001; Hai Li 001; Yiran Chen 001 (ISCA, 2025)

Phi: Leveraging Pattern-based Hierarchical Sparsity for High-Efficiency Spiking Neural Networks. - Chiyue Wei; Bowen Duan; Cong Guo 003; Jingyang Zhang; Qingyue Song; Hai Li 001; Yiran Chen 001 (ISCA, 2025)

Hamming Attention Distillation: Binarizing Keys and Queries for Efficient Long-Context Transformers. - Mark Horton; Tergel Molom-Ochir; Peter Liu; Bhavna Gopal; Chiyue Wei; Cong Guo 003; Brady Taylor; Deliang Fan; Shan X. Wang; Hai Li 001; Yiran Chen 001 (CoRR, 2025)

DPad: Efficient Diffusion Language Models with Suffix Dropout. - Xinhua Chen; Sitao Huang; Cong Guo 003; Chiyue Wei; Yintao He; Jianyi Zhang; Hai Helen Li; Yiran Chen 001 (CoRR, 2025)