Ningyi Xu - RankMe

89 papers A* 9A 14B 6C 2Misc 1Journal 38Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	DynSplit-KV: Dynamic Semantic Splitting for KVCache Compression in Efficient Long-Context LLM Inference. CoRR Jiancai Ye, Jun Liu, Qingchen Li, Tianlang Zhao, Hanbin Zhang, Jiayi Pan, Ningyi Xu, Guohao Dai
2026	A*	`conf`	MoSs: Mixture of Scales for Efficient High-Resolution Autoregressive Image Generation. AAAI Yaoxiu Lian, Hao Liang, Zhihong Gou, Yijia Zhang, Jiaming Xu, Guohao Dai, Ningyi Xu
2026	—	`conf`	ROMA: A Read-Only-Memory-based Accelerator for QLoRA-based On-Device LLM. ASP-DAC Wenqiang Wang, Yijia Zhang, Zikai Zhang, Guanting Huo, Hao Liang, Shijie Cao, Ningyi Xu
2026	J	`jnl`	STEP: Warm-Started Visuomotor Policies with Spatiotemporal Consistency Prediction. CoRR Jinhao Li, Yuxuan Cong, YingQiao Wang, Hao Xia, Shan Huang, Yijia Zhang, Ningyi Xu, Guohao Dai
2026	J	`jnl`	TOM: A Ternary Read-only Memory Accelerator for LLM-powered Edge Intelligence. CoRR Hongyi Guan, Yijia Zhang, Wenqiang Wang, Yizhao Gao, Shijie Cao, Chen Zhang, Ningyi Xu
2025	A*	`conf`	A Cross-model Fusion-aware Framework for Optimizing (gather-matmul-scatter)s Workload. DAC Yaoxiu Lian, Zhihong Gou, Yibo Han, Zhongming Yu, Jiaming Xu, Sheng Yuan, Zhilin Pei, Xingcheng Zhang, Ningyi Xu, Guohao Dai
2025	J	`jnl`	A Point Transformer Accelerator With Distribution-Aware Heuristic Distance Calculation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Yaoxiu Lian, Xinhao Yang, Ke Hong, Yu Wang, Ningyi Xu, Guohao Dai
2025	A*	`conf`	DeepGate4: Efficient and Effective Representation Learning for Circuit Design at Scale. ICLR Ziyang Zheng, Shan Huang, Jianyuan Zhong, Zhengyuan Shi, Guohao Dai, Ningyi Xu, Qiang Xu
2025	J	`jnl`	DeepGate4: Efficient and Effective Representation Learning for Circuit Design at Scale. CoRR Ziyang Zheng, Shan Huang, Jianyuan Zhong, Zhengyuan Shi, Guohao Dai, Ningyi Xu, Qiang Xu
2025	A	`conf`	DyLGNN: Efficient LM-GNN Fine-Tuning with Dynamic Node Partitioning, Low-Degree Sparsity, and Asynchronous Sub-Batch. DATE Zhen Yu, Jinhao Li, Jiaming Xu, Shan Huang, Jiancai Ye, Ningyi Xu, Guohao Dai
2025	J	`jnl`	Efficient Hardware Architecture Design for Rotary Position Embedding of Large Language Models. IEEE J. Emerg. Sel. Topics Circuits Syst. Wenjie Li, Gang Wang, Dongxu Lyu, Ningyi Xu, Guanghui He
2025	J	`jnl`	Efficient multi-GPU implementations of preconditioned conjugate gradient method. Adv. Eng. Softw. Tailai Ma, Zhihong Gou, Ningyi Xu, Shuli Sun
2025	J	`jnl`	Finetuning Generative Trajectory Model with Reinforcement Learning from Human Feedback. CoRR Derun Li, Jianwei Ren, Yue Wang, Xin Wen, Pengxiang Li, Leimeng Xu, Kun Zhan, Zhongpu Xia, Peng Jia, Xianpeng Lang, Ningyi Xu, Hang Zhao
2025	J	`jnl`	Hierarchical Balance Packing: Towards Efficient Supervised Fine-tuning for Long-Context LLM. CoRR Yongqiang Yao, Jingru Tan, Kaihuan Liang, Feizhao Zhang, Yazhe Niu, Jiahao Hu, Ruihao Gong, Dahua Lin, Ningyi Xu
2025	J	`jnl`	IPDR: An Inter-Chiplet Priority-Driven Deadlock Resolution for 2-D/2.5-D Multichiplet Systems. IEEE Trans. Very Large Scale Integr. Syst. Jinming Zhang, Zhihong Chen, Yaoyao Ye, Hao Chen, Xiao Han, Jianfei Jiang, Weiguang Sheng, Ningyi Xu, Yong Lian, Guanghui He
2025	—	`conf`	LLSM: LLM-enhanced Logic Synthesis Model with EDA-guided CoT Prompting, Hybrid Embedding and AIG-tailored Acceleration. ASP-DAC Shan Huang, Jinhao Li, Zhen Yu, Jiancai Ye, Jiaming Xu, Ningyi Xu, Guohao Dai
2025	A	`conf`	LoRA Decompose: Serving Fine-Tuned Models into LoRA-Like. ECAI Yibo Han, Tangzhi Xu, Zenan Li, Yijia Zhang, Youshan Miao, Yuan Yao, Ningyi Xu
2025	A*	`conf`	OmniBal: Towards Fast Instruction-Tuning for Vision-Language Models via Omniverse Computation Balance. ICML Yongqiang Yao, Jingru Tan, Feizhao Zhang, Jiahao Hu, Yazhe Niu, Xin Jin, Bo Li, Pengfei Liu, Ruihao Gong, Dahua Lin, Ningyi Xu
2025	J	`jnl`	ROMA: a Read-Only-Memory-based Accelerator for QLoRA-based On-Device LLM. CoRR Wenqiang Wang, Yijia Zhang, Zikai Zhang, Guanting Huo, Hao Liang, Shijie Cao, Ningyi Xu
2025	A*	`conf`	SARO: Space-Aware Robot System for Terrain Crossing via Vision-Language Model. ICRA Shaoting Zhu, Derun Li, Linzhan Mou, Yong Liu, Ningyi Xu, Hang Zhao
2025	A*	`conf`	Speculative Decoding for Verilog: Speed and Quality, All in One. DAC Changran Xu, Yi Liu, Yunhao Zhou, Shan Huang, Ningyi Xu, Qiang Xu
2025	J	`jnl`	Speculative Decoding for Verilog: Speed and Quality, All in One. CoRR Changran Xu, Yi Liu, Yunhao Zhou, Shan Huang, Ningyi Xu, Qiang Xu
2024	J	`jnl`	A Precision-Scalable Deep Neural Network Accelerator With Activation Sparsity Exploitation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Wenjie Li, Aokun Hu, Ningyi Xu, Guanghui He
2024	—	`conf`	AFPQ: Asymmetric Floating Point Quantization for LLMs. ACL (Findings) Yijia Zhang, Sicheng Zhang, Shijie Cao, Dayou Du, Jianyu Wei, Ting Cao, Ningyi Xu
2024	J	`jnl`	Automating Energy-Efficient GPU Kernel Generation: A Fast Search-Based Compilation Approach. CoRR Yijia Zhang, Zhihong Gou, Shijie Cao, Weigang Feng, Sicheng Zhang, Guohao Dai, Ningyi Xu
2024	—	`conf`	BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation. ACL (1) Dayou Du, Yijia Zhang, Shijie Cao, Jiaqi Guo, Ting Cao, Xiaowen Chu, Ningyi Xu
2024	J	`jnl`	BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation. CoRR Dayou Du, Yijia Zhang, Shijie Cao, Jiaqi Guo, Ting Cao, Xiaowen Chu, Ningyi Xu
2024	J	`jnl`	CoDA: A Co-Design Framework for Versatile and Efficient Attention Accelerators. IEEE Trans. Computers Wenjie Li, Aokun Hu, Ningyi Xu, Guanghui He
2024	J	`jnl`	Cross Anything: General Quadruped Robot Navigation through Complex Terrains. CoRR Shaoting Zhu, Derun Li, Yong Liu, Ningyi Xu, Hang Zhao
2024	—	`conf`	Enhancing Vectorized Map Perception with Historical Rasterized Maps. ECCV (17) Xiaoyu Zhang, Guangwei Liu, Zihao Liu, Ningyi Xu, Yun-Hui Liu, Ji Zhao
2024	J	`jnl`	Enhancing Vectorized Map Perception with Historical Rasterized Maps. CoRR Xiaoyu Zhang, Guangwei Liu, Zihao Liu, Ningyi Xu, Yunhui Liu, Ji Zhao
2024	J	`jnl`	Hardware-oriented algorithms for softmax and layer normalization of large language models. Sci. China Inf. Sci. Wenjie Li, Dongxu Lyu, Gang Wang, Aokun Hu, Ningyi Xu, Guanghui He
2024	J	`jnl`	INDM: Chiplet-Based Interconnect Network and Dataflow Mapping for DNN Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Jinming Zhang, Xi Fan, Yaoyao Ye, Xuyan Wang, Guojie Xiong, Xianglun Leng, Ningyi Xu, Yong Lian, Guanghui He
2024	A	`conf`	Integer or Floating Point? New Outlooks for Low-Bit Quantization on Large Language Models. ICME Yijia Zhang, Lingran Zhao, Shijie Cao, Sicheng Zhang, Wenqiang Wang, Ting Cao, Fan Yang, Mao Yang, Shanghang Zhang, Ningyi Xu
2024	—	`conf`	Leveraging Enhanced Queries of Point Sets for Vectorized Map Construction. ECCV (57) Zihao Liu, Xiaoyu Zhang, Guangwei Liu, Ji Zhao, Ningyi Xu
2024	J	`jnl`	Leveraging Enhanced Queries of Point Sets for Vectorized Map Construction. CoRR Zihao Liu, Xiaoyu Zhang, Guangwei Liu, Ji Zhao, Ningyi Xu
2024	J	`jnl`	M2M: A Fine-Grained Mapping Framework to Accelerate Multiple DNNs on a Multi-Chiplet Architecture. IEEE Trans. Very Large Scale Integr. Syst. Jinming Zhang, Xuyan Wang, Yaoyao Ye, Dongxu Lyu, Guojie Xiong, Ningyi Xu, Yong Lian, Guanghui He
2024	J	`jnl`	MARCA: Mamba Accelerator with ReConfigurable Architecture. CoRR Jinhao Li, Shan Huang, Jiaming Xu, Jun Liu, Li Ding, Ningyi Xu, Guohao Dai
2024	A	`conf`	MARCA: Mamba Accelerator with Reconfigurable Architecture. ICCAD Jinhao Li, Shan Huang, Jiaming Xu, Jun Liu, Li Ding, Ningyi Xu, Guohao Dai
2024	J	`jnl`	Quantization and Hardware Architecture Co-Design for Matrix-Vector Multiplications of Large Language Models. IEEE Trans. Circuits Syst. I Regul. Pap. Wenjie Li, Aokun Hu, Ningyi Xu, Guanghui He
2024	C	`conf`	VEGA: Implementing a Versatile and Efficient Deep Learning Processor with Graph-Based ALU. ICCD Wenqiang Wang, Yuzhou Chen, Guanting Huo, Guanghui He, Ningyi Xu
2023	A	`conf`	A Point Transformer Accelerator with Fine-Grained Pipelines and Distribution-Aware Dynamic FPS. ICCAD Yaoxiu Lian, Xinhao Yang, Ke Hong, Yu Wang, Guohao Dai, Ningyi Xu
2023	J	`jnl`	AFPQ: Asymmetric Floating Point Quantization for LLMs. CoRR Yijia Zhang, Sicheng Zhang, Shijie Cao, Dayou Du, Jianyu Wei, Ting Cao, Ningyi Xu
2023	A	`conf`	Adam Accumulation to Reduce Memory Footprints of Both Activations and Gradients for Large-Scale DNN Training. ECAI Yijia Zhang, Yibo Han, Shijie Cao, Guohao Dai, Youshan Miao, Ting Cao, Fan Yang, Ningyi Xu
2023	J	`jnl`	Adam Accumulation to Reduce Memory Footprints of both Activations and Gradients for Large-scale DNN Training. CoRR Yijia Zhang, Yibo Han, Shijie Cao, Guohao Dai, Youshan Miao, Ting Cao, Fan Yang, Ningyi Xu
2023	A*	`conf`	COSA:Co-Operative Systolic Arrays for Multi-head Attention Mechanism in Neural Network using Hybrid Data Reuse and Fusion Methodologies. DAC Zhican Wang, Gang Wang, Honglan Jiang, Ningyi Xu, Guanghui He
2023	—	`conf`	Exploiting Hardware Utilization and Adaptive Dataflow for Efficient Sparse Convolution in 3D Point Clouds. MLSys Ke Hong, Zhongming Yu, Guohao Dai, Xinhao Yang, Yaoxiu Lian, Zehao Liu, Ningyi Xu, Yuhan Dong, Yu Wang
2023	A*	`conf`	FLNA: An Energy-Efficient Point Cloud Feature Learning Accelerator with Dataflow Decoupling. DAC Dongxu Lyu, Zhenyu Li, Yuzhou Chen, Ningyi Xu, Guanghui He
2023	—	`conf`	History-Detr: Optimize Query Initialization Strategy by Using Historical Information and Kinematics. MMAsia Weijie Luo, Zihao Liu, Guohao Dai, Ningyi Xu
2023	J	`jnl`	Integer or Floating Point? New Outlooks for Low-Bit Quantization on Large Language Models. CoRR Yijia Zhang, Lingran Zhao, Shijie Cao, Wenqiang Wang, Ting Cao, Fan Yang, Mao Yang, Shanghang Zhang, Ningyi Xu
2023	J	`jnl`	Large Trajectory Models are Scalable Motion Predictors and Planners. CoRR Qiao Sun, Shiduo Zhang, Danjiao Ma, Jingzhe Shi, Derun Li, Simian Luo, Yu Wang, Ningyi Xu, Guangzhi Cao, Hang Zhao
2023	J	`jnl`	Low-Complexity Precision-Scalable Multiply-Accumulate Unit Architectures for Deep Neural Network Accelerators. IEEE Trans. Circuits Syst. II Express Briefs Wenjie Li, Aokun Hu, Gang Wang, Ningyi Xu, Guanghui He
2023	J	`jnl`	NVP: A Flexible and Efficient Processor Architecture for Accelerating Diverse Computer Vision Tasks including DNN. IEEE Trans. Circuits Syst. II Express Briefs Ye Liu, Fei Wu, Neng Zhao, Qirong Zhang, Wenqiang Wang, Yutong Yang, Xiangting Li, Sixu Li, Zili Huang, Shuang Hao, Guangbin Ou, Liang Zhou, Liang Chang, Shuisheng Lin, Ningyi Xu, Jun Zhou
2023	A	`conf`	SpOctA: A 3D Sparse Convolution Accelerator with Octree-Encoding-Based Map Search and Inherent Sparsity-Aware Processing. ICCAD Dongxu Lyu, Zhenyu Li, Yuzhou Chen, Jinming Zhang, Ningyi Xu, Guanghui He
2023	J	`jnl`	SpOctA: A 3D Sparse Convolution Accelerator with Octree-Encoding-Based Map Search and Inherent Sparsity-Aware Processing. CoRR Dongxu Lyu, Zhenyu Li, Yuzhou Chen, Jinming Zhang, Ningyi Xu, Guanghui He
2022	J	`jnl`	Efficient Compression Methods for Wire-Spread-Based Stochastic Computing Deep Neural Networks. IEEE Trans. Circuits Syst. II Express Briefs Wenjie Li, Ningyi Xu, Runsheng Wang, Guanghui He
2021	C	`conf`	A Low-Latency FPGA Implementation for Real-Time Object Detection. ISCAS Jinming Zhang, Lifu Cheng, Cen Li, Yongfu Li, Guanghui He, Ningyi Xu, Yong Lian
2021	—	`conf`	CCASM: A Computation- and Communication-Aware Scheduling and Mapping Algorithm for NoC-Based DNN Accelerators. ASICON Xi Fan, Xuyan Wang, Yaoyao Ye, Xianglun Leng, Ningyi Xu, Guanghui He
2020	J	`jnl`	Crane: Mitigating Accelerator Under-utilization Caused by Sparsity Irregularities in CNNs. IEEE Trans. Computers Yijin Guan, Guangyu Sun, Zhihang Yuan, Xingchen Li, Ningyi Xu, Shu Chen, Jason Cong, Yuan Xie
2020	J	`jnl`	Enhanced Power Decoupling Strategy for Virtual Synchronous Generator. IEEE Access Mingxuan Li, Yue Wang, Yonghui Liu, Ningyi Xu, Sirui Shu, Wanjun Lei
2019	J	`jnl`	FlexSaaS: A Reconfigurable Accelerator for Web Search Selection. ACM Trans. Reconfigurable Technol. Syst. Shijie Cao, Lanshun Nie, De-chen Zhan, Wenqiang Wang, Ningyi Xu, Ramashis Das, Ming Wu, Lintao Zhang, Derek Chiou
2017	Misc	`conf`	FP-DNN: An Automated Framework for Mapping Deep Neural Networks onto FPGAs with RTL-HLS Hybrid Templates. FCCM Yijin Guan, Hao Liang, Ningyi Xu, Wenqiang Wang, Shaoshuai Shi, Xi Chen, Guangyu Sun, Wei Zhang, Jason Cong
2017	A	`conf`	ForeGraph: Exploring Large-scale Graph Processing on Multi-FPGA Architecture. FPGA Guohao Dai, Tianhao Huang, Yuze Chi, Ningyi Xu, Yu Wang, Huazhong Yang
2017	B	`conf`	FxpNet: Training a deep convolutional neural network in fixed-point representation. IJCNN Xi Chen, Xiaolin Hu, Hucheng Zhou, Ningyi Xu
2017	—	`conf`	The Feniks FPGA Operating System for Cloud Computing. APSys Jiansong Zhang, Yongqiang Xiong, Ningyi Xu, Ran Shu, Bojie Li, Peng Cheng, Guo Chen, Thomas Moscibroda
2017	—	`conf`	Using Data Compression for Optimizing FPGA-Based Convolutional Neural Network Accelerators. APPT Yijin Guan, Ningyi Xu, Chen Zhang, Zhihang Yuan, Jason Cong
2016	A*	`conf`	ClickNP: Highly flexible and High-performance Network Processing with Reconfigurable Hardware. SIGCOMM Bojie Li, Kun Tan, Layong Larry Luo, Yanqing Peng, Renqian Luo, Ningyi Xu, Yongqiang Xiong, Peng Cheng
2016	A	`conf`	Going Deeper with Embedded FPGA Platform for Convolutional Neural Network. FPGA Jiantao Qiu, Jie Wang, Song Yao, Kaiyuan Guo, Boxun Li, Erjin Zhou, Jincheng Yu, Tianqi Tang, Ningyi Xu, Sen Song, Yu Wang, Huazhong Yang
2015	J	`jnl`	Real-Time High-Quality Stereo Vision System in FPGA. IEEE Trans. Circuits Syst. Video Technol. Wenqiang Wang, Jing Yan, Ningyi Xu, Yu Wang, Feng-Hsiung Hsu
2014	A	`conf`	Energy efficient neural networks for big data analytics. DATE Yu Wang, Boxun Li, Rong Luo, Yiran Chen, Ningyi Xu, Huazhong Yang
2014	B	`conf`	Large scale recurrent neural network on GPU. IJCNN Boxun Li, Erjin Zhou, Bo Huang, Jiayi Duan, Yu Wang, Ningyi Xu, Jiaxing Zhang, Huazhong Yang
2012	—	`conf`	Probabilistic Brain Fiber Tractography on GPUs. IPDPS Workshops Mo Xu, Xiaorui Zhang, Yu Wang, Ling Ren, Ziyu Wen, Yi Xu, Gaolang Gong, Ningyi Xu, Huazhong Yang
2012	—	`conf`	The Analysis of Research Hotspots and Fronts of Knowledge Visualization Based on CiteSpace II. ICHL Huiling Chen, Guoqing Zhao, Ningyi Xu
2012	—	`conf`	The Colored Concept Map and Its Application in Learning Assistance Program. ICHL Ningyi Xu, Guoqing Zhao, Huiling Chen, Leisi Pei
2011	A	`conf`	A heterogeneous accelerator platform for multi-subject voxel-based brain network analysis. ICCAD Yu Wang, Mo Xu, Ling Ren, Xiaorui Zhang, Di Wu, Yong He, Ningyi Xu, Huazhong Yang
2011	A	`conf`	Gemma in April: A matrix-like parallel programming architecture on OpenCL. DATE Tianji Wu, Di Wu, Yu Wang, Xiaorui Zhang, Hong Luo, Ningyi Xu, Huazhong Yang
2010	—	`conf`	A compression method for inverted index and its FPGA-based decompression solution. FPT Jing Yan, Ningyi Xu, Zenglin Xia, Rong Luo, Feng-Hsiung Hsu
2010	B	`conf`	Efficient PageRank and SpMV Computation on AMD GPUs. ICPP Tianji Wu, Bo Wang, Yi Shan, Feng Yan, Yu Wang, Ningyi Xu
2010	—	`conf`	FPGA and GPU implementation of large scale SpMV. SASP Yi Shan, Tianji Wu, Yu Wang, Bo Wang, Zilong Wang, Ningyi Xu, Huazhong Yang
2010	A	`conf`	FPMR: MapReduce framework on FPGA. FPGA Yi Shan, Bo Wang, Jing Yan, Yu Wang, Ningyi Xu, Huazhong Yang
2010	A	`conf`	LambdaRank acceleration for relevance ranking in web search engines (abstract only). FPGA Jing Yan, Ningyi Xu, Xiongfei Cai, Rui Gao, Yu Wang, Rong Luo, Feng-Hsiung Hsu
2010	B	`conf`	Making Human Connectome Faster: GPU Acceleration of Brain Network Analysis. ICPADS Di Wu, Tianji Wu, Yi Shan, Yu Wang, Yong He, Ningyi Xu, Huazhong Yang
2009	—	`conf`	An Efficient Lossless Compression Method for Internet Search Data in Hardware Accelerators. CSIE (3) Jing Yan, Rong Luo, Rui Gao, Ningyi Xu
2009	J	`jnl`	FPGA Acceleration of RankBoost in Web Search Engines. ACM Trans. Reconfigurable Technol. Syst. Ningyi Xu, Xiongfei Cai, Rui Gao, Lei Zhang, Feng-Hsiung Hsu
2009	B	`conf`	FPGA-based acceleration of neural network for ranking in web search engine with a streaming architecture. FPL Jing Yan, Ningyi Xu, Xiongfei Cai, Rui Gao, Yu Wang, Rong Luo, Feng-Hsiung Hsu
2009	—	`conf`	Parallel Inference for Latent Dirichlet Allocation on Graphics Processing Units. NIPS Feng Yan, Ningyi Xu, Yuan (Alan) Qi
2009	B	`conf`	RankBoost Acceleration on both NVIDIA CUDA and ATI Stream Platforms. ICPADS Bo Wang, Tianji Wu, Feng Yan, Ruirui Li, Ningyi Xu, Yu Wang
2006	J	`jnl`	A single receiving chip for DVB data broadcasting system. IEEE Trans. Consumer Electron. Guanghui He, Ningyi Xu, Wei Yu, Zucheng Zhou
2005	—	`conf`	The design and implementation of a DVB receiving chip with PCI interface. ASP-DAC Ningyi Xu, Shaohua Li, Wei Yu, Guanghui He, Hao Zhang, Fei Luo, Zucheng Zhou