Exploiting Online Locality and Reduction Parallelism for Sampled Dense Matrix Multiplication on GPUs. - Zhongming Yu; Guohao Dai; Guyue Huang; Yu Wang 002; Huazhong Yang (ICCD, 2021)

Stability Analysis of a Class of Fractional-Order Nonlinear Systems Under Unknown Stochastic Disturbance and Actuator Saturation. - Zhongming Yu; Yue Sun; Xin Dai (IEEE Trans. Circuits Syst. II Express Briefs, 2021)

Stability and Stabilization of the Fractional-Order Power System With Time Delay. - Zhongming Yu; Yue Sun; Xin Dai (IEEE Trans. Circuits Syst. II Express Briefs, 2021)

Heuristic adaptability to input dynamics for SpMM on CPUs. - Guohao Dai; Guyue Huang; Shang Yang; Zhongming Yu; Hengrui Zhang; Yufei Ding 001; Yuan Xie 001; Huazhong Yang; Yu Wang 002 (DAC, 2022)

Understanding GNN Computational Graph: A Coordinated Computation, IO, and Memory Perspective. - Hengrui Zhang; Zhongming Yu; Guohao Dai; Guyue Huang; Yufei Ding 001; Yuan Xie 001; Yu Wang 002 (MLSys, 2022)

Heuristic Adaptability to Input Dynamics for SpMM on GPUs. - Guohao Dai; Guyue Huang; Shang Yang; Zhongming Yu; Hengrui Zhang; Yufei Ding 001; Yuan Xie 001; Huazhong Yang; Yu Wang 002 (CoRR, 2022)

FastFold: Reducing AlphaFold Training Time from 11 Days to 67 Hours. - Shenggan Cheng; Ruidong Wu; Zhongming Yu; Bin-Rui Li; Xiwen Zhang; Jian Peng 001; Yang You 001 (CoRR, 2022)

Benchmarking GNN-Based Recommender Systems on Intel Optane Persistent Memory. - Yuwei Hu; Jiajie Li; Zhongming Yu; Zhiru Zhang (CoRR, 2022)

Decentralized partial-variable periodic intermittent control for a class of interconnected fractional-order systems. - Zhongming Yu; Yue Sun; Xin Dai (J. Frankl. Inst., 2022)

Decentralized Time-Delay Control Using Partial Variables With Measurable States for a Class of Interconnected Systems With Time Delays. - Zhongming Yu; Yue Sun; Xin Dai; Xiaojie Su (IEEE Trans. Cybern., 2022)

TorchSparse++: Efficient Point Cloud Engine. - Haotian Tang; Shang Yang; Zhijian Liu; Ke Hong; Zhongming Yu; Xiuyu Li; Guohao Dai; Yu Wang 002; Song Han 003 (CVPR Workshops, 2023)

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)

TorchSparse++: Efficient Training and Inference Framework for Sparse Convolution on GPUs. - Haotian Tang; Shang Yang; Zhijian Liu; Ke Hong; Zhongming Yu; Xiuyu Li; Guohao Dai; Yu Wang 002; Song Han 003 (MICRO, 2023)

Exploiting Hardware Utilization and Adaptive Dataflow for Efficient Sparse Convolution in 3D Point Clouds. - Ke Hong; Zhongming Yu; Guohao Dai; Xinhao Yang; Yaoxiu Lian; Zehao Liu; Ningyi Xu; Yuhan Dong; Yu Wang 002 (MLSys, 2023)

HyperGef: A Framework Enabling Efficient Fusion for Hypergraph Neural Network on GPUs. - Zhongming Yu; Guohao Dai; Shang Yang; Genghan Zhang; Hengrui Zhang; Feiwen Zhu; June Yang; Jishen Zhao; Yu Wang 002 (MLSys, 2023)

CogDL: A Comprehensive Library for Graph Deep Learning. - Yukuo Cen; Zhenyu Hou; Yan Wang 120; Qibin Chen; Yizhen Luo; Zhongming Yu; Hengrui Zhang; Xingcheng Yao; Aohan Zeng; Shiguang Guo; Yuxiao Dong; Yang Yang 009; et al. (WWW, 2023)

Sgap: towards efficient sparse tensor algebra compilation for GPU. - Genghan Zhang; Yuetong Zhao; Yanting Tao; Zhongming Yu; Guohao Dai; Sitao Huang; Yuan Wen; Pavlos Petoumenos; Yu Wang 002 (CCF Trans. High Perform. Comput., 2023)

GeoT: Tensor Centric Library for Graph Neural Network via Efficient Segment Reduction on GPU. - Zhongming Yu; Genghan Zhang; Hanxian Huang; Xin Chen; Jishen Zhao (CoRR, 2024)

MAGE: A Multi-Agent Engine for Automated RTL Code Generation. - Yujie Zhao; Hejia Zhang; Hanxian Huang; Zhongming Yu; Jishen Zhao (CoRR, 2024)

Study on Stability for Interconnected Uncertain Fractional-Order Systems Based on Vector-Bounded Technique. - Zhongming Yu; Yue Sun; Xin Dai (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

Research on exponential chaotic synchronization for fractional-order power systems subject to time delays. - Yongliang Qian; Mingshu Tang; Cheng Guo; Yue Feng; Zhongming Yu (J. Frankl. Inst., 2025)

OrcaLoca: An LLM Agent Framework for Software Issue Localization. - Zhongming Yu; Hejia Zhang; Yujie Zhao; Hanxian Huang; Matrix Yao; Ke Ding; Jishen Zhao (CoRR, 2025)

PRO-V: An Efficient Program Generation Multi-Agent System for Automatic RTL Verification. - Yujie Zhao; Zhijing Wu 010; Hejia Zhang; Zhongming Yu; Wentao Ni; Chia-Tung Ho; Haoxing Ren; Jishen Zhao (CoRR, 2025)