Yang, Huazhong
- Skeleton-of-Thought: Prompting LLMs for Efficient Parallel Generation
2023/07/28 by Xuefei Ning, Ning, Xuefei, Zinan Lin +8 · 36 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Evaluating Quantized Large Language Models
2024/02/28 by Shiyao Li, Li, Shiyao, Xuefei Ning +15 · 1 voice · 12 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
- ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation
2024/06/04 by Tianchen Zhao, Tongcheng Fang, Zhao, Tianchen +21 · 22 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Reservoir Computing
- Machine Learning for Electronic Design Automation: A Survey
2021/01/10 by Guyue Huang, Huang, Guyue, Jingbo Hu +29 · 10 citations
Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Manufacturing Process and Optimization #Signal Processing (eess.SP) #Systems and Control (eess.SY) #VLSI and FPGA Design Techniques #electronic engineering #information engineering
- Mixture of Attention Spans: Optimizing LLM Inference Efficiency with Heterogeneous Sliding-Window Lengths
2024/06/21 by Tianyu Fu, Fu, Tianyu, Haofeng Huang +23 · 17 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- A Survey of FPGA-Based Neural Network Accelerator
2017/12/24 by Kaiyuan Guo, Shulin Zeng, Guo, Kaiyuan +7 · 1 voice · 3 citations
Computer Science · Engineering · #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Neural Networks and Applications #cs.AR
- GE-SpMM: General-purpose Sparse Matrix-Matrix Multiplication on GPUs for Graph Neural Networks
2020/07/07 by Guyue Huang, Huang, Guyue, Guohao Dai +5 · 7 citations
Computer Science · Materials Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Machine Learning in Materials Science
- Physical Adversarial Attack on Vehicle Detector in the Carla Simulator
2020/07/31 by Tong Wu, Wu, Tong, Xuefei Ning +9 · 6 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs
2024/07/01 by Enshu Liu, Junyi Zhu, Liu, Enshu +15 · 13 citations
Computer Science · #Expert finding and Q&A systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech and dialogue systems #Topic Modeling
- Asynchronous Multi-Agent Reinforcement Learning for Efficient Real-Time Multi-Robot Cooperative Exploration
2023/01/09 by Chao Yu, Yu, Chao, Xinyi Yang +19 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robotics (cs.RO)
- FrameFusion: Combining Similarity and Importance for Video Token Reduction on Large Vision Language Models
2024/12/30 by Fu, Tianyu, Liu, Tengxuan, Han, Qinghao +5 · 14 citations
#68T45 #68T50 #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10 #I.2.7
- R2R: Efficiently Navigating Divergent Reasoning Paths with Small-Large Model Token Routing
2025/05/27 by Tianyu Fu, Fu, Tianyu, Yi Ge +16 · 2 voices · 8 citations
Computer Science · Materials Science · #Machine Learning in Materials Science #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG #cs.PF
- OMS-DPM: Optimizing the Model Schedule for Diffusion Probabilistic Models
2023/06/15 by Enshu Liu, Liu, Enshu, Xuefei Ning +7 · 5 citations
Computer Science · #Advanced Neural Network Applications #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- Variational Automatic Curriculum Learning for Sparse-Reward Cooperative Multi-Agent Problems
2021/11/08 by Chen, Jiayu, Zhang, Yuanxin, Xu, Yuanfan +5 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
- MBQ: Modality-Balanced Quantization for Large Vision-Language Models
2024/12/27 by Shiyao Li, Yingchun Hu, Li, Shiyao +22 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- DSA: More Efficient Budgeted Pruning via Differentiable Sparsity Allocation
2020/04/05 by Xuefei Ning, Ning, Xuefei, Tianchen Zhao +9 · 2 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques
- Evaluating Efficient Performance Estimators of Neural Architectures
2020/08/07 by Xuefei Ning, Changcheng Tang, Ning, Xuefei +11 · 2 citations
Computer Science · Materials Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Materials Science
- Explore-Bench: Data Sets, Metrics and Evaluations for Frontier-based and Deep-reinforcement-learning-based Autonomous Exploration
2022/02/24 by Yuanfan Xu, Jincheng Yu, Xu, Yuanfan +13 · 2 citations
Computer Science · #Reinforcement Learning in Robotics #Multimodal Machine Learning Applications #Robotic Path Planning Algorithms
- ESE: Efficient Speech Recognition Engine with Sparse LSTM on FPGA
2016/12/01 by Song Han, Han, Song, Junlong Kang +21 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Music and Audio Processing #Natural Language Processing Techniques #Speech Recognition and Synthesis
- Active Neural Topological Mapping for Multi-Agent Exploration
2023/11/01 by Yang, Xinyi, Yang, Yuxiang, Yu, Chao +5 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Robotics (cs.RO)
- Hu-Fu: Hardware and Software Collaborative Attack Framework against Neural Networks
2018/05/14 by Li, Wenshuo, Yu, Jincheng, Ning, Xuefei +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- FlashEval: Towards Fast and Accurate Evaluation of Text-to-image Diffusion Generative Models
2024/03/25 by Lin Zhao, Tianchen Zhao, Zhao, Lin +11 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Topic Modeling
- Can LLMs Learn by Teaching for Better Reasoning? A Preliminary Study
2024/06/20 by Xuefei Ning, Zifu Wang, Ning, Xuefei +17 · 2 citations
Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Translation Studies and Practices
- Exploring the Potential of Low-bit Training of Convolutional Neural Networks
2020/06/04 by Kai Zhong, Zhong, Kai, Xuefei Ning +13 · 1 citation
Computer Science · Mathematics · #Advanced Neural Network Applications #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Tensor decomposition and applications
- What Matters in Learning A Zero-Shot Sim-to-Real RL Policy for Quadrotor Control? A Comprehensive Study
2024/12/16 by Jiayu Chen, Chao Yu, Chen, Jiayu +21 · 3 citations
Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Power System Optimization and Stability #Robotics (cs.RO) #Smart Grid Security and Resilience
- Learning Efficient Multi-Agent Cooperative Visual Exploration
2021/10/12 by Yu, Chao, Yang, Xinyi, Gao, Jiaxuan +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
- Cross-layer Attention Network for Fine-grained Visual Categorization
2022/10/17 by Ranran Huang, Yu Wang, Huang, Ranran +3 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- ASMCap: An Approximate String Matching Accelerator for Genome Sequence Analysis Based on Capacitive Content Addressable Memory
2023/02/15 by Hongtao Zhong, Zhonghao Chen, Zhong, Hongtao +19 · 1 citation
Computer Science · Engineering · Biochemistry, Genetics and Molecular Biology · #Network Packet Processing and Optimization #Ferroelectric and Negative Capacitance Devices #Genomics and Phylogenetic Studies
- Learning Graph-Enhanced Commander-Executor for Multi-Agent Navigation
2023/02/08 by Xinyi Yang, Shi‐Yu Huang, Yang, Xinyi +13 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robotic Path Planning Algorithms #Robotics (cs.RO)
- PM-KVQ: Progressive Mixed-precision KV Cache Quantization for Long-CoT LLMs
2025/05/24 by Tengxuan Liu, Shiyao Li, Liu, Tengxuan +15 · 4 citations
Computer Science · Engineering · #Advanced Data Storage Technologies #Advancements in Photolithography Techniques #Algorithms and Data Compression
- Ada3D : Exploiting the Spatial Redundancy with Adaptive Inference for Efficient 3D Object Detection
2023/07/17 by Tianchen Zhao, Zhao, Tianchen, Xuefei Ning +19 · 1 citation
Computer Science · Engineering · Physics and Astronomy · #Advanced Neural Network Applications #Advanced Optical Sensing Technologies #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- A Unified Sampling Framework for Solver Searching of Diffusion Probabilistic Models
2023/12/12 by Liu, Enshu, Ning, Xuefei, Yang, Huazhong +1 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Think-at-Hard: Selective Latent Iterations to Improve Reasoning Language Models
2025/11/11 by Fu, Tianyu, You, Yichen, Chen, Zekai +3 · 2 citations
#68T05 #68T07 #68T50 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.6 #I.2.7 #I.2.8 #Machine Learning (cs.LG) #Performance (cs.PF)
- CityLight: A Neighborhood-inclusive Universal Model for Coordinated City-scale Traffic Signal Control
2024/06/04 by Jinwei Zeng, Chao Yu, Zeng, Jinwei +14 · 1 citation
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Data Visualization and Analytics #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Network Security and Intrusion Detection #Systems and Control (eess.SY) #Traffic Prediction and Management Techniques #electronic engineering #information engineering