Yao Chen - RankMe

84 papers A* 9A 10B 2C 1Misc 1Journal 49Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Efficient KV Cache Spillover Management on Memory-Constrained GPU for LLM Inference. IEEE Trans. Parallel Distributed Syst. Jiazhi Jiang, Yao Chen, Zining Zhang, Bingsheng He, Pingyi Luo, Mian Lu, Yuqiang Chen, Hongbin Zhang, Jiangsu Du, Dan Huang, Yutong Lu
2026	J	`jnl`	Geometric Partition for Billion-Scale Approximate Nearest Neighbor Search. IEEE Trans. Knowl. Data Eng. Yujian Fu, Cheng Chen, Yao Chen, Weng-Fai Wong, Bingsheng He
2026	J	`jnl`	QoS Awareness and Improved Throughput of Point Cloud Services With Dynamic Workloads. IEEE Trans. Computers Kaihua Fu, Jiuchen Shi, Yao Chen, Quan Chen, Weng-Fai Wong, Wei Wang, Bingsheng He, Minyi Guo
2026	A*	`conf`	RidgeWalker: Perfectly Pipelined Graph Random Walks on FPGAs. HPCA Hongshi Tan, Yao Chen, Xinyu Chen, Qizhen Zhang, Cheng Chen, Weng-Fai Wong, Bingsheng He
2026	J	`jnl`	RidgeWalker: Perfectly Pipelined Graph Random Walks on FPGAs. CoRR Hongshi Tan, Yao Chen, Xinyu Chen, Qizhen Zhang, Cheng Chen, Weng-Fai Wong, Bingsheng He
2025	—	`conf`	Blurred Encoding for Trajectory Representation Learning. KDD (2) Silin Zhou, Yao Chen, Shuo Shang, Lisi Chen, Bingsheng He, Ryosuke Shibasaki
2025	J	`jnl`	Blurred Encoding for Trajectory Representation Learning. CoRR Silin Zhou, Yao Chen, Shuo Shang, Lisi Chen, Bingsheng He, Ryosuke Shibasaki
2025	J	`jnl`	Clementi: Efficient Load Balancing and Communication Overlap for Multi-FPGA Graph Processing. Proc. ACM Manag. Data Feng Yu, Hongshi Tan, Xinyu Chen, Yao Chen, Bingsheng He, Weng-Fai Wong
2025	A*	`conf`	Configurable DSP-Based CAM Architecture for Data-Intensive Applications on FPGAs. DAC Yao Chen, Feng Yu, Di Wu, Weng-Fai Wong, Bingsheng He
2025	—	`conf`	Evaluating Small Language Models for News Summarization: Implications and Factors Influencing Performance. NAACL (Long Papers) Borui Xu, Yao Chen, Zeyi Wen, Weiguo Liu, Bingsheng He
2025	J	`jnl`	Evaluating Small Language Models for News Summarization: Implications and Factors Influencing Performance. CoRR Borui Xu, Yao Chen, Zeyi Wen, Weiguo Liu, Bingsheng He
2025	J	`jnl`	HLStrans: Dataset for LLM-Driven C-to-HLS Hardware Code Synthesis. CoRR Qingyun Zou, Nuo Chen, Yao Chen, Bingsheng He, Weng-Fai Wong
2025	A*	`conf`	HiPACK: Efficient Sub-8-Bit Direct Convolution with SIMD and Bitwise Management. MICRO Yao Chen, Cheng Gong, Bingsheng He
2025	J	`jnl`	Revisiting the Design of In-Memory Dynamic Graph Storage. CoRR Jixian Su, Chiyu Hao, Shixuan Sun, Hao Zhang, Sen Gao, Jiaxin Jiang, Yao Chen, Chenyi Zhang, Bingsheng He, Minyi Guo
2025	J	`jnl`	Revisiting the Design of In-Memory Dynamic Graph Storage. Proc. ACM Manag. Data Jixian Su, Chiyu Hao, Shixuan Sun, Hao Zhang, Sen Gao, Jiaxin Jiang, Yao Chen, Chenyi Zhang, Bingsheng He, Minyi Guo
2025	—	`conf`	ScalaGBM: Memory Efficient GBDT Training for High-Dimensional Data on GPU. KDD (1) Borui Xu, Zeyi Wen, Yao Chen, Weiguo Liu, Weng-Fai Wong, Bingsheng He
2025	J	`jnl`	Scalable and Load-Balanced Full-Graph GNN Training on Multiple GPUs. IEEE Trans. Knowl. Data Eng. Qiange Wang, Yao Chen, Weng-Fai Wong, Bingsheng He
2025	A*	`conf`	Vista: Vector Indexing and Search for Large-Scale Imbalanced Datasets. ICDE Yujian Fu, Cheng Chen, Yao Chen, Weng-Fai Wong, Bingsheng He
2024	J	`jnl`	Aggressive Post-Training Compression on Extremely Large Language Models. CoRR Zining Zhang, Yao Chen, Bingsheng He, Zhenjie Zhang
2024	J	`jnl`	Cybersecurity for Modern Smart Grid against Emerging Threats. CoRR Daisuke Mashima, Yao Chen, Muhammad M. Roomi, Subhash Lakshminarayana, Deming Chen
2024	J	`jnl`	Deep Feature Surgery: Towards Accurate and Efficient Multi-Exit Networks. CoRR Cheng Gong, Yao Chen, Qiuyang Luo, Ye Lu, Tao Li, Yuzhi Zhang, Yufei Sun, Le Zhang
2024	—	`conf`	Deep Feature Surgery: Towards Accurate and Efficient Multi-exit Networks. ECCV (49) Cheng Gong, Yao Chen, Qiuyang Luo, Ye Lu, Tao Li, Yuzhi Zhang, Yufei Sun, Le Zhang
2024	J	`jnl`	Introduction to the Special Issue on FPGA-based Embedded Systems for Industrial and IoT Applications. ACM Trans. Reconfigurable Technol. Syst. Satwant Singh, Carlos Enrique Montenegro-Marín, Yun (Eric) Liang, Yao Chen, Nele Mentens, Raymond Nijssen
2024	A	`conf`	T-Edge: Trusted Heterogeneous Edge Computing. ACSAC Jiamin Shen, Yao Chen, Weng-Fai Wong, Ee-Chien Chang
2024	J	`jnl`	T-Edge: Trusted Heterogeneous Edge Computing. CoRR Jiamin Shen, Yao Chen, Weng-Fai Wong, Ee-Chien Chang
2024	J	`jnl`	Winols: A Large-Tiling Sparse Winograd CNN Accelerator on FPGAs. ACM Trans. Archit. Code Optim. Kunpeng Xie, Ye Lu, Xinyu He, Dezhi Yi, Huijuan Dong, Yao Chen
2023	J	`jnl`	Cybersecurity for Modern Smart Grid Against Emerging Threats. Found. Trends Priv. Secur. Daisuke Mashima, Yao Chen, Muhammad M. Roomi, Subhash Lakshminarayana, Deming Chen
2023	J	`jnl`	HongTu: Scalable Full-Graph GNN Training on Multiple GPUs (via communication-optimized CPU data offloading). CoRR Qiange Wang, Yao Chen, Weng-Fai Wong, Bingsheng He
2023	J	`jnl`	HongTu: Scalable Full-Graph GNN Training on Multiple GPUs. Proc. ACM Manag. Data Qiange Wang, Yao Chen, Weng-Fai Wong, Bingsheng He
2023	J	`jnl`	LightRW: FPGA Accelerated Graph Dynamic Random Walks. CoRR Hongshi Tan, Xinyu Chen, Yao Chen, Bingsheng He, Weng-Fai Wong
2023	J	`jnl`	LightRW: FPGA Accelerated Graph Dynamic Random Walks. Proc. ACM Manag. Data Hongshi Tan, Xinyu Chen, Yao Chen, Bingsheng He, Weng-Fai Wong
2023	J	`jnl`	NIOT: A Novel Inference Optimization of Transformers on Modern CPUs. IEEE Trans. Parallel Distributed Syst. Zining Zhang, Yao Chen, Bingsheng He, Zhenjie Zhang
2022	J	`jnl`	Efficient Machine Learning, Compilers, and Optimizations for Embedded Systems. CoRR Xiaofan Zhang, Yao Chen, Cong Hao, Sitao Huang, Yuhong Li, Deming Chen
2022	—	`conf`	HiKonv: High Throughput Quantized Convolution With Novel Bit-wise Management and Computation. ASP-DAC Xinheng Liu, Yao Chen, Prakhar Ganesh, Junhao Pan, Jinjun Xiong, Deming Chen
2022	J	`jnl`	HiKonv: Maximizing the Throughput of Quantized Convolution With Novel Bit-wise Management and Computation. CoRR Yao Chen, Junhao Pan, Xinheng Liu, Jinjun Xiong, Deming Chen
2022	A*	`conf`	ReGraph: Scaling Graph Processing on HBM-enabled FPGAs with Heterogeneous Pipelines. MICRO Xinyu Chen, Yao Chen, Feng Cheng, Hongshi Tan, Bingsheng He, Weng-Fai Wong
2022	J	`jnl`	ReGraph: Scaling Graph Processing on HBM-enabled FPGAs with Heterogeneous Pipelines. CoRR Xinyu Chen, Yao Chen, Feng Cheng, Hongshi Tan, Bingsheng He, Weng-Fai Wong
2022	J	`jnl`	ThunderGP: Resource-Efficient Graph Processing Framework on FPGAs with HLS. ACM Trans. Reconfigurable Technol. Syst. Xinyu Chen, Feng Cheng, Hongshi Tan, Yao Chen, Bingsheng He, Weng-Fai Wong, Deming Chen
2022	A	`conf`	YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUs. WACV Prakhar Ganesh, Yao Chen, Yin Yang, Deming Chen, Marianne Winslett
2021	—	`conf`	3U-EdgeAI: Ultra-Low Memory Training, Ultra-Low Bitwidth Quantization, and Ultra-Low Latency Acceleration. ACM Great Lakes Symposium on VLSI Yao Chen, Cole Hawkins, Kaiqi Zhang, Zheng Zhang, Cong Hao
2021	J	`jnl`	3U-EdgeAI: Ultra-Low Memory Training, Ultra-Low BitwidthQuantization, and Ultra-Low Latency Acceleration. CoRR Yao Chen, Cole Hawkins, Kaiqi Zhang, Zheng Zhang, Cong Hao
2021	J	`jnl`	Compressing Large-Scale Transformer-Based Models: A Case Study on BERT. Trans. Assoc. Comput. Linguistics Prakhar Ganesh, Yao Chen, Xin Lou, Mohammad Ali Khan, Yin Yang, Hassan Sajjad, Preslav Nakov, Deming Chen, Marianne Winslett
2021	J	`jnl`	Free Lunch for Co-Saliency Detection: Context Adjustment. CoRR Lingdong Kong, Prakhar Ganesh, Tan Wang, Junhao Liu, Yao Chen, Le Zhang
2021	J	`jnl`	HiKonv: High Throughput Quantized Convolution With Novel Bit-wise Management and Computation. CoRR Xinheng Liu, Yao Chen, Prakhar Ganesh, Junhao Pan, Jinjun Xiong, Deming Chen
2021	J	`jnl`	Learning-Based Simultaneous Detection and Characterization of Time Delay Attack in Cyber-Physical Systems. IEEE Trans. Smart Grid Prakhar Ganesh, Xin Lou, Yao Chen, Rui Tan, David K. Y. Yau, Deming Chen, Marianne Winslett
2021	A*	`conf`	MELOPPR: Software/Hardware Co-design for Memory-efficient Low-latency Personalized PageRank. DAC Lixiang Li, Yao Chen, Zacharie Zirnheld, Pan Li, Cong Hao
2021	J	`jnl`	MELOPPR: Software/Hardware Co-design for Memory-efficient Low-latency Personalized PageRank. CoRR Lixiang Li, Yao Chen, Zacharie Zirnheld, Pan Li, Cong Hao
2021	A*	`conf`	Skew-Oblivious Data Routing for Data Intensive Applications on FPGAs with HLS. DAC Xinyu Chen, Hongshi Tan, Yao Chen, Bingsheng He, Weng-Fai Wong, Deming Chen
2021	J	`jnl`	Skew-Oblivious Data Routing for Data-Intensive Applications on FPGAs with HLS. CoRR Xinyu Chen, Hongshi Tan, Yao Chen, Bingsheng He, Weng-Fai Wong, Deming Chen
2021	J	`jnl`	ThundeRiNG: Generating Multiple Independent Random Number Sequences on FPGAs. CoRR Hongshi Tan, Xinyu Chen, Yao Chen, Bingsheng He, Weng-Fai Wong
2021	A	`conf`	ThundeRiNG: generating multiple independent random number sequences on FPGAs. ICS Hongshi Tan, Xinyu Chen, Yao Chen, Bingsheng He, Weng-Fai Wong
2021	A	`conf`	ThunderGP: HLS-based Graph Processing Framework on FPGAs. FPGA Xinyu Chen, Hongshi Tan, Yao Chen, Bingsheng He, Weng-Fai Wong, Deming Chen
2021	J	`jnl`	VecQ: Minimal Loss DNN Model Compression With Vectorized Weight Quantization. IEEE Trans. Computers Cheng Gong, Yao Chen, Ye Lu, Tao Li, Cong Hao, Deming Chen
2021	—	`conf`	WinoCNN: Kernel Sharing Winograd Systolic Array for Efficient Convolutional Neural Network Acceleration on FPGAs. ASAP Xinheng Liu, Yao Chen, Cong Hao, Ashutosh Dhar, Deming Chen
2021	J	`jnl`	WinoCNN: Kernel Sharing Winograd Systolic Array for Efficient Convolutional Neural Network Acceleration on FPGAs. CoRR Xinheng Liu, Yao Chen, Cong Hao, Ashutosh Dhar, Deming Chen
2021	J	`jnl`	YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUs. CoRR Prakhar Ganesh, Yao Chen, Yin Yang, Deming Chen, Marianne Winslett
2020	J	`jnl`	Compressing Large-Scale Transformer-Based Models: A Case Study on BERT. CoRR Prakhar Ganesh, Yao Chen, Xin Lou, Mohammad Ali Khan, Yin Yang, Deming Chen, Marianne Winslett, Hassan Sajjad, Preslav Nakov
2020	A*	`conf`	EDD: Efficient Differentiable DNN Architecture and Implementation Co-search for Embedded AI Solutions. DAC Yuhong Li, Cong Hao, Xiaofan Zhang, Xinheng Liu, Yao Chen, Jinjun Xiong, Wen-mei W. Hwu, Deming Chen
2020	J	`jnl`	EDD: Efficient Differentiable DNN Architecture and Implementation Co-search for Embedded AI Solutions. CoRR Yuhong Li, Cong Hao, Xiaofan Zhang, Xinheng Liu, Yao Chen, Jinjun Xiong, Wen-mei W. Hwu, Deming Chen
2020	—	`conf`	Effective Algorithm-Accelerator Co-design for AI Solutions on Edge Devices. ACM Great Lakes Symposium on VLSI Cong Hao, Yao Chen, Xiaofan Zhang, Yuhong Li, Jinjun Xiong, Wen-Mei Hwu, Deming Chen
2020	J	`jnl`	Effective Algorithm-Accelerator Co-design for AI Solutions on Edge Devices. CoRR Cong Hao, Yao Chen, Xiaofan Zhang, Yuhong Li, Jinjun Xiong, Wen-Mei Hwu, Deming Chen
2020	A	`conf`	HaoCL: Harnessing Large-scale Heterogeneous Processors Made Easy. ICDCS Yao Chen, Xin Long, Jiong He, Yuhang Chen, Hongshi Tan, Zhenxiang Zhang, Marianne Winslett, Deming Chen
2020	J	`jnl`	HaoCL: Harnessing Large-scale Heterogeneous Processors Made Easy. CoRR Yao Chen, Xin Long, Jiong He, Yuhang Chen, Hongshi Tan, Zhenxiang Zhang, Marianne Winslett, Deming Chen
2020	A	`conf`	Is FPGA Useful for Hash Joins? CIDR Xinyu Chen, Yao Chen, Ronak Bajaj, Jiong He, Bingsheng He, Weng-Fai Wong, Deming Chen
2020	A*	`conf`	TAG : Type Auxiliary Guiding for Code Comment Generation. ACL Ruichu Cai, Zhihao Liang, Boyan Xu, Zijian Li, Yuexing Hao, Yao Chen
2020	J	`jnl`	TAG : Type Auxiliary Guiding for Code Comment Generation. CoRR Ruichu Cai, Zhihao Liang, Boyan Xu, Zijian Li, Yuexing Hao, Yao Chen
2020	J	`jnl`	VecQ: Minimal Loss DNN Model Compression With Vectorized Weight Quantization. CoRR Cheng Gong, Yao Chen, Ye Lu, Tao Li, Cong Hao, Deming Chen
2019	J	`jnl`	A Bi-Directional Co-Design Approach to Enable Deep Learning on IoT Devices. CoRR Xiaofan Zhang, Cong Hao, Yuhong Li, Yao Chen, Jinjun Xiong, Wen-mei W. Hwu, Deming Chen
2019	A	`conf`	Cloud-DNN: An Open Framework for Mapping DNN Models to Cloud FPGAs. FPGA Yao Chen, Jiong He, Xiaofan Zhang, Cong Hao, Deming Chen
2019	A	`conf`	NAIS: Neural Architecture and Implementation Search and its Applications in Autonomous Driving. ICCAD Cong Hao, Yao Chen, Xinheng Liu, Atif Sarwari, Daryl Sew, Ashutosh Dhar, Bryan Wu, Dongdong Fu, Jinjun Xiong, Wen-Mei Hwu, Junli Gu, Deming Chen
2019	J	`jnl`	NAIS: Neural Architecture and Implementation Search and its Applications in Autonomous Driving. CoRR Cong Hao, Yao Chen, Xinheng Liu, Atif Sarwari, Daryl Sew, Ashutosh Dhar, Bryan Wu, Dongdong Fu, Jinjun Xiong, Wen-Mei Hwu, Junli Gu, Deming Chen
2019	B	`conf`	On-The-Fly Parallel Data Shuffling for Graph Processing on OpenCL-Based FPGAs. FPL Xinyu Chen, Ronak Bajaj, Yao Chen, Jiong He, Bingsheng He, Weng-Fai Wong, Deming Chen
2019	C	`conf`	Pico-Ampere Voltage References for IoT Systems. ISCAS Huachao Xu, Jinlong Hu, Yao Chen, Guofeng Li, Chao Lu
2019	—	`conf`	T-DLA: An Open-source Deep Learning Accelerator for Ternarized DNN Models on Embedded FPGA. ISVLSI Yao Chen, Kai Zhang, Cheng Gong, Cong Hao, Xiaofan Zhang, Tao Li, Deming Chen
2019	B	`conf`	µL2Q: An Ultra-Low Loss Quantization Method for DNN Compression. IJCNN Cheng Gong, Tao Li, Ye Lu, Cong Hao, Xiaofan Zhang, Deming Chen, Yao Chen
2018	J	`jnl`	A locality-aware shuffle optimization on fat-tree data centers. Future Gener. Comput. Syst. Jihe Wang, Danghui Wang, Meikang Qiu, Yao Chen, Bing Guo
2018	—	`conf`	HASS: High Accuracy Spike Sorting with Wavelet Package Decomposition and Mutual Information. BIBM Yao Chen, Libo Huang, Jiong He, Kunyao Zhao, Ruichu Cai, Zhifeng Hao
2018	A	`conf`	HaaS: Cloud-Based Real-Time Data Analytics with Heterogeneity-Aware Scheduling. ICDCS Jiong He, Yao Chen, Tom Z. J. Fu, Xin Long, Marianne Winslett, Liang You, Zhenjie Zhang
2016	J	`jnl`	FCUDA-HB: Hierarchical and Scalable Bus Architecture Generation on FPGAs With the FCUDA Flow. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Ying Chen, Tan Nguyen, Yao Chen, Swathi T. Gurumani, Yun Liang, Kyle Rupnow, Jason Cong, Wen-mei W. Hwu, Deming Chen
2016	J	`jnl`	FCUDA-NoC: A Scalable and Efficient Network-on-Chip Implementation for the CUDA-to-FPGA Flow. IEEE Trans. Very Large Scale Integr. Syst. Yao Chen, Swathi T. Gurumani, Yun Liang, Guofeng Li, Donghui Guo, Kyle Rupnow, Deming Chen
2016	A	`conf`	High Level Synthesis of Complex Applications: An H.264 Video Decoder. FPGA Xinheng Liu, Yao Chen, Tan Nguyen, Swathi T. Gurumani, Kyle Rupnow, Deming Chen
2016	—	`conf`	SoC, NoC and Hierarchical Bus Implementations of Applications on FPGAs Using the FCUDA Flow. ISVLSI Tan Nguyen, Yao Chen, Kyle Rupnow, Swathi T. Gurumani, Deming Chen
2015	—	`conf`	System-level design solutions: Enabling the IoT explosion. ASICON Liwei Yang, Yao Chen, Wei Zuo, Tan Nguyen, Swathi T. Gurumani, Kyle Rupnow, Deming Chen
2014	Misc	`conf`	Integrated CUDA-to-FPGA Synthesis with Network-on-Chip. FCCM Swathi T. Gurumani, Jacob Tolar, Yao Chen, Yun Liang, Kyle Rupnow, Deming Chen