Chunshu Wu - RankMe

40 papers A* 13A 6B 2Misc 2Journal 10Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Single-Eye View: Monocular Real-time Perception Package for Autonomous Driving. CoRR Haixi Zhang, Aiyinsi Zuo, Zirui Li, Chunshu Wu, Tong Geng, Zhiyao Duan
2026	J	`jnl`	Zeros can be Informative: Masked Binary U-Net for Image Segmentation on Tensor Cores. CoRR Chunshu Wu, Ruibing Song, Sushant Kondguli, Tong Geng, Ang Li
2025	A*	`conf`	An Expressive and Self-Adaptive Dynamical System for Efficient Function Learning. ICML Chuan Liu, Chunshu Wu, Ruibing Song, Ang Li, Ying Nian Wu, Tong Geng
2025	A*	`conf`	DM-Tune: Quantizing Diffusion Models with Mixture-of-Gaussian Guided Noise Tuning. DAC Pouya Haghi, Ali Falahati, Zahra Azad, Chunshu Wu, Ruibing Song, Chuan Liu, Ang Li, Tong Geng
2025	A*	`conf`	DS-LLM: Leveraging Dynamical Systems to Enhance Both Training and Inference of Large Language Models. ICLR Ruibing Song, Chuan Liu, Chunshu Wu, Ang Li, Dongfang Liu, Ying Nian Wu, Tong Geng
2025	A*	`conf`	DS-TIDE: Harnessing Dynamical Systems for Efficient Time-Independent Differential Equation Solving. MICRO Chuan Liu, Chunshu Wu, Ruibing Song, Guangyan Sun, Ying Nian Wu, Yousu Chen, Ang Li, Tong Geng
2025	A*	`conf`	DS-TPU: Dynamical System for on-Device Lifelong Graph Learning with Nonlinear Node Interaction. ISCA Chunshu Wu, Ruibing Song, Chuan Liu, Pouya Haghi, Ang Li, Michael Huang, Tony Tong Geng
2025	A*	`conf`	Diff-PIC: Revolutionizing Particle-In-Cell Nuclear Fusion Simulation with Diffusion Models. ICLR Chuan Liu, Chunshu Wu, Shihui Cao, Mingkai Chen, James Chenhao Liang, Ang Li, Michael Huang, Chuang Ren, Ying Nian Wu, Dongfang Liu, Tong Geng
2025	A*	`conf`	InstaTrain: Adaptive Training via Ultra-Fast Natural Annealing within Dynamical Systems. ICLR Chuan Liu, Ruibing Song, Chunshu Wu, Pouya Haghi, Tong Geng
2025	—	`conf`	Nature-GL: A Revolutionary Learning Paradigm Unleashing Nature's Power in Real-World Spatial-Temporal Graph Learning. ASP-DAC Chuan Liu, Chunshu Wu, Ruibing Song, Yousu Chen, Ang Li, Michael C. Huang, Tony Tong Geng
2024	A*	`conf`	Bridging the Gap Between LLMs and LNS with Dynamic Data Format and Architecture Codesign. MICRO Pouya Haghi, Chunshu Wu, Zahra Azad, Yanfei Li, Andrew Gui, Yuchen Hao, Ang Li, Tony Tong Geng
2024	A*	`conf`	DS-GL: Advancing Graph Learning via Harnessing Nature's Power within Scalable Dynamical Systems. ISCA Ruibing Song, Chunshu Wu, Chuan Liu, Ang Li, Michael C. Huang, Tong Geng
2024	J	`jnl`	Diff-PIC: Revolutionizing Particle-In-Cell Simulation for Advancing Nuclear Fusion with Diffusion Models. CoRR Chuan Liu, Chunshu Wu, Shihui Cao, Mingkai Chen, James Chenhao Liang, Ang Li, Michael Huang, Chuang Ren, Dongfang Liu, Ying Nian Wu, Tong Geng
2024	A*	`conf`	Extending Power of Nature from Binary to Real-Valued Graph Learning in Real World. ICLR Chunshu Wu, Ruibing Song, Chuan Liu, Yunan Yang, Ang Li, Michael C. Huang, Tong Geng
2024	J	`jnl`	FPGA-Accelerated Range-Limited Molecular Dynamics. IEEE Trans. Computers Chunshu Wu, Chen Yang, Sahan Bandara, Tong Geng, Anqi Guo, Pouya Haghi, Ang Li, Martin C. Herbordt
2024	J	`jnl`	Inertial Confinement Fusion Forecasting via LLMs. CoRR Mingkai Chen, Taowen Wang, James Chenhao Liang, Chuan Liu, Chunshu Wu, Qifan Wang, Ying Nian Wu, Michael Huang, Chuang Ren, Ang Li, Tong Geng, Dongfang Liu
2024	J	`jnl`	Long-Range MD Electrostatics Force Computation on FPGAs. IEEE Trans. Parallel Distributed Syst. Sahan Bandara, Anthony Ducimo, Chunshu Wu, Martin C. Herbordt
2024	—	`conf`	NP-NDS: A Nature-Powered Nonlinear Dynamical System for Power Grid Forecasting. LoG Chunshu Wu, Ruibing Song, Chuan Liu, Yuqing Wang, Yousu Chen, Ang Li, Dongfang Liu, Ying Nian Wu, Michael Huang, Tong Geng
2024	A	`conf`	SmartFuse: Reconfigurable Smart Switches to Accelerate Fused Collectives in HPC Applications. ICS Pouya Haghi, Cheng Tan, Anqi Guo, Chunshu Wu, Dongfang Liu, Ang Li, Anthony Skjellum, Tong Geng, Martin C. Herbordt
2024	A*	`conf`	Visual Fourier Prompt Tuning. NeurIPS Runjia Zeng, Cheng Han, Qifan Wang, Chunshu Wu, Tong Geng, Lifu Huang, Ying Nian Wu, Dongfang Liu
2024	J	`jnl`	Visual Fourier Prompt Tuning. CoRR Runjia Zeng, Cheng Han, Qifan Wang, Chunshu Wu, Tong Geng, Lifu Huang, Ying Nian Wu, Dongfang Liu
2023	A	`conf`	FASDA: An FPGA-Aided, Scalable and Distributed Accelerator for Range-Limited Molecular Dynamics. SC Chunshu Wu, Tong Geng, Anqi Guo, Sahan Bandara, Pouya Haghi, Chuan Liu, Ang Li, Martin C. Herbordt
2023	A	`conf`	FLASH: FPGA-Accelerated Smart Switches with GCN Case Study. ICS Pouya Haghi, William Krska, Cheng Tan, Tong Geng, Po Hao Chen, Connor Greenwood, Anqi Guo, Thomas M. Hines, Chunshu Wu, Ang Li, Anthony Skjellum, Martin C. Herbordt
2023	A	`conf`	Software-Hardware Co-design of Heterogeneous SmartNIC System for Recommendation Models Inference and Training. ICS Anqi Guo, Yuchen Hao, Chunshu Wu, Pouya Haghi, Zhenyu Pan, Min Si, Dingwen Tao, Ang Li, Martin C. Herbordt, Tong Geng
2022	B	`conf`	A Framework for Neural Network Inference on FPGA-Centric SmartNICs. FPL Anqi Guo, Tong Geng, Yongan Zhang, Pouya Haghi, Chunshu Wu, Cheng Tan, Yingyan Lin, Ang Li, Martin C. Herbordt
2022	Misc	`conf`	FCsN: A FPGA-Centric SmartNIC Framework for Neural Networks. FCCM Anqi Guo, Tong Geng, Yongan Zhang, Pouya Haghi, Chunshu Wu, Cheng Tan, Yingyan Lin, Ang Li, Martin C. Herbordt
2022	J	`jnl`	I-GCN: A Graph Convolutional Network Accelerator with Runtime Locality Enhancement through Islandization. CoRR Tong Geng, Chunshu Wu, Yongan Zhang, Cheng Tan, Chenhao Xie, Haoran You, Martin C. Herbordt, Yingyan Lin, Ang Li
2022	B	`conf`	Optimized Mappings for Symmetric Range-Limited Molecular Force Calculations on FPGAs. FPL Chunshu Wu, Sahan Bandara, Tong Geng, Anqi Guo, Pouya Haghi, Vipin Sachdeva, Woody Sherman, Martin C. Herbordt
2021	—	`conf`	A Survey: Handling Irregularities in Neural Network Acceleration with FPGAs. HPEC Tong Geng, Chunshu Wu, Cheng Tan, Chenhao Xie, Anqi Guo, Pouya Haghi, Sarah Yuan He, Jiajia Li, Martin C. Herbordt, Ang Li
2021	A*	`conf`	I-GCN: A Graph Convolutional Network Accelerator with Runtime Locality Enhancement through Islandization. MICRO Tong Geng, Chunshu Wu, Yongan Zhang, Cheng Tan, Chenhao Xie, Haoran You, Martin C. Herbordt, Yingyan Lin, Ang Li
2021	J	`jnl`	O3BNN-R: An Out-of-Order Architecture for High-Performance and Regularized BNN Inference. IEEE Trans. Parallel Distributed Syst. Tong Geng, Ang Li, Tianqi Wang, Chunshu Wu, Yanfei Li, Runbin Shi, Wei Wu, Martin C. Herbordt
2021	—	`conf`	System-Level Modeling of GPU/FPGA Clusters for Molecular Dynamics Simulations. HPEC Chunshu Wu, Sahan Bandara, Tong Geng, Vipin Sachdeva, Woody Sherman, Martin C. Herbordt
2021	Misc	`conf`	Upgrade of FPGA Range-Limited Molecular Dynamics to Handle Hundreds of Processors. FCCM Chunshu Wu, Tong Geng, Sahan Bandara, Chen Yang, Vipin Sachdeva, Woody Sherman, Martin C. Herbordt
2020	—	`conf`	A Communication-Efficient Multi-Chip Design for Range-Limited Molecular Dynamics. HPEC Chunshu Wu, Tong Geng, Chen Yang, Vipin Sachdeva, Woody Sherman, Martin C. Herbordt
2020	A*	`conf`	AWB-GCN: A Graph Convolutional Network Accelerator with Runtime Workload Rebalancing. MICRO Tong Geng, Ang Li, Runbin Shi, Chunshu Wu, Tianqi Wang, Yanfei Li, Pouya Haghi, Antonino Tumeo, Shuai Che, Steven K. Reinhardt, Martin C. Herbordt
2020	—	`conf`	CQNN: a CGRA-based QNN Framework. HPEC Tong Geng, Chunshu Wu, Cheng Tan, Bo Fang, Ang Li, Martin C. Herbordt
2019	A	`conf`	Fully integrated FPGA molecular dynamics simulations. SC Chen Yang, Tong Geng, Tianqi Wang, Rushi Patel, Qingqing Xiong, Ahmed Sanaullah, Chunshu Wu, Jiayi Sheng, Charles Lin, Vipin Sachdeva, Woody Sherman, Martin C. Herbordt
2019	—	`conf`	LP-BNN: Ultra-low-Latency BNN Inference with Layer Parallelism. ASAP Tong Geng, Tianqi Wang, Chunshu Wu, Chen Yang, Shuaiwen Leon Song, Ang Li, Martin C. Herbordt
2019	A	`conf`	O3BNN: an out-of-order architecture for high-performance binarized neural network inference with fine-grained pruning. ICS Tong Geng, Tianqi Wang, Chunshu Wu, Chen Yang, Wei Wu, Ang Li, Martin C. Herbordt
2019	J	`jnl`	UWB-GCN: Hardware Acceleration of Graph-Convolution-Network through Runtime Workload Rebalancing. CoRR Tong Geng, Ang Li, Tianqi Wang, Chunshu Wu, Yanfei Li, Antonino Tumeo, Martin C. Herbordt