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Yu, Bei

  1. VisionZip: Longer is Better but Not Necessary in Vision Language Models
    2024/12/05 by Senqiao Yang, Yukang Chen, Yang, Senqiao +11 · 95 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  2. Parametric Contrastive Learning
    2021/07/26 by Jiequan Cui, Zhisheng Zhong, Cui, Jiequan +7 · 28 citations
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #COVID-19 diagnosis using AI
  3. BetterV: Controlled Verilog Generation with Discriminative Guidance
    2024/02/03 by Pei, Zehua, Hui‐Ling Zhen, Mingxuan Yuan +6 · 48 citations
    Computer Science · #Human Pose and Action Recognition #Video Analysis and Summarization #Multimodal Machine Learning Applications
  4. Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement
    2025/03/09 by Liu, Yuqi, Peng, Bohao, Zhong, Zhisheng +4 · 114 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
  5. Machine Learning for Electronic Design Automation: A Survey
    2021/01/10 by Guyue Huang, Huang, Guyue, Jingbo Hu +29 · 17 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
  6. Recent Advances in Convolutional Neural Network Acceleration
    2018/07/23 by Qianru Zhang, Zhang, Qianru, Meng Zhang +9 · 1 voice · 4 citations
    Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
  7. Generalized Parametric Contrastive Learning
    2022/09/26 by Jiequan Cui, Zhisheng Zhong, Cui, Jiequan +9 · 10 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM #Advanced Neural Network Applications
  8. Decoupled Kullback-Leibler Divergence Loss
    2023/05/23 by Jiequan Cui, Cui, Jiequan, Zhuotao Tian +9 · 11 citations
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning
  9. Parameter-Efficient Sparsity Crafting from Dense to Mixture-of-Experts for Instruction Tuning on General Tasks
    2024/01/05 by Haoyuan Wu, Wu, Haoyuan, Haisheng Zheng +5 · 1 voice · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI
  10. RTLRewriter: Methodologies for Large Models aided RTL Code Optimization
    2024/09/04 by Yao, Xufeng, Wang, Yiwen, Li, Xing +6 · 17 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Software Engineering (cs.SE)
  11. PFENet++: Boosting Few-shot Semantic Segmentation with the Noise-filtered Context-aware Prior Mask
    2021/09/28 by Xiaoliu Luo, Luo, Xiaoliu, Zhuotao Tian +9 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  12. DeepBillboard: Systematic Physical-World Testing of Autonomous Driving Systems
    2018/12/27 by Husheng Zhou, Wei Li, Zhou, Husheng +11 · 6 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis
  13. VisionReasoner: Unified Reasoning-Integrated Visual Perception via Reinforcement Learning
    2025/05/17 by Yuqi Liu, Liu, Yuqi, Tan Qu +11 · 25 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
  14. HDLdebugger: Streamlining HDL debugging with Large Language Models
    2024/03/18 by Yao, Xufeng, Li, Haoyang, Chan, Tsz Ho +5 · 10 citations
    #Artificial Intelligence (cs.AI) #Computational Engineering #FOS: Computer and information sciences #Finance #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Software Engineering (cs.SE) #and Science (cs.CE)
  15. Cross-layer Optimization for High Speed Adders: A Pareto Driven Machine Learning Approach
    2018/07/18 by Yuzhe Ma, Subhendu Roy, Ma, Yuzhe +7 · 4 citations
    Engineering · #Advancements in Semiconductor Devices and Circuit Design #Advancements in Photolithography Techniques #VLSI and FPGA Design Techniques
  16. Generative Video Propagation
    2024/12/27 by Shaoteng Liu, Liu, Shaoteng, Tianyu Wang +19 · 15 citations
    Engineering · #Advanced MIMO Systems Optimization #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Telecommunications and Broadcasting Technologies
  17. DreamOmni: Unified Image Generation and Editing
    2024/12/22 by Bin Xia, Yuechen Zhang, Xia, Bin +13 · 14 citations
    Computer Science · #Computer Graphics and Visualization Techniques
  18. Floorplet: Performance-aware Floorplan Framework for Chiplet Integration
    2023/08/03 by Shixin Chen, Chen, Shixin, Shanyi Li +13 · 6 citations
    Computer Science · Engineering · #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Interconnection Networks and Systems #Low-power high-performance VLSI design #VLSI and FPGA Design Techniques
  19. Customized Retrieval Augmented Generation and Benchmarking for EDA Tool Documentation QA
    2024/07/22 by Yuan Pu, Pu, Yuan, Zhiqiang He +6 · 8 citations
    Computer Science · #Advanced Database Systems and Queries #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Semantic Web and Ontologies #Web Data Mining and Analysis
  20. DAC-SDC Low Power Object Detection Challenge for UAV Applications
    2018/09/01 by Xiaowei Xu, Xinyi Zhang, Xu, Xiaowei +11 · 3 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
  21. Tensor Low-Rank Reconstruction for Semantic Segmentation
    2020/08/02 by Wanli Chen, Chen, Wanli, Xinge Zhu +11 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Multimodal Machine Learning Applications #Human Pose and Action Recognition
  22. Rethinking Graph Neural Networks for the Graph Coloring Problem
    2022/08/15 by Li, Wei, Li, Ruxuan, Ma, Yuzhe +3 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  23. CAD Tool Design Space Exploration via Bayesian Optimization
    2019/12/12 by Yuzhe Ma, Ziyang Yu, Ma, Yuzhe +3 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Machine Learning and Data Classification #Other Computer Science (cs.OH)
  24. Does Your Vision-Language Model Get Lost in the Long Video Sampling Dilemma?
    2025/03/16 by Qu, Tianyuan, Tang, Longxiang, Peng, Bohao +3 · 10 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  25. VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning
    2025/07/17 by Yang, Senqiao, Li, Junyi, Lai, Xin +3 · 13 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  26. DSGN++: Exploiting Visual-Spatial Relation for Stereo-based 3D Detectors
    2022/04/06 by Chen, Yilun, Huang, Shijia, Liu, Shu +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  27. Conditional Temporal Variational AutoEncoder for Action Video Prediction
    2021/08/12 by Xiaogang Xu, Yi Wang, Xu, Xiaogang +7 · 2 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Human Pose and Action Recognition
  28. LLM-Enhanced Bayesian Optimization for Efficient Analog Layout Constraint Generation
    2024/06/07 by Guojin Chen, Chen, Guojin, Keren Zhu +11 · 4 citations
    Computer Science · Engineering · #Embedded Systems Design Techniques #VLSI and FPGA Design Techniques #Manufacturing Process and Optimization
  29. Lithography Hotspot Detection and Mitigation in Nanometer VLSI
    2014/02/13 by Jhih-Rong Gao, Gao, Jhih-Rong, Bei Yu +3 · 1 citation
    Computer Science · Engineering · #Advancements in Photolithography Techniques #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Integrated Circuits and Semiconductor Failure Analysis #VLSI and Analog Circuit Testing #cs.AR
  30. ALCOP: Automatic Load-Compute Pipelining in Deep Learning Compiler for AI-GPUs
    2022/10/29 by Guyue Huang, Yang Bai, Huang, Guyue +11 · 2 citations
    Computer Science · #Advanced Data Storage Technologies #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
  31. Classes Are Not Equal: An Empirical Study on Image Recognition Fairness
    2024/02/28 by Cui, Jiequan, Zhu, Beier, Wen, Xin +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  32. Circuit Representation Learning with Masked Gate Modeling and Verilog-AIG Alignment
    2025/02/18 by Haoyuan Wu, Wu, Haoyuan, Yuan Pu +4 · 5 citations
    Computer Science · Engineering · Materials Science · #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG) #Machine Learning in Materials Science #VLSI and Analog Circuit Testing
  33. Low-Light Video Enhancement via Spatial-Temporal Consistent Decomposition
    2024/05/24 by Xiaogang Xu, Xu, Xiaogang, Kun Zhou +8 · 3 citations
    Computer Science · #Image Enhancement Techniques #Advanced Vision and Imaging #Advanced Image Processing Techniques
  34. OpenMPL: An Open Source Layout Decomposer
    2018/09/20 by Wei Li, Yuzhe Ma, Li, Wei +11 · 1 citation
    Computer Science · Engineering · #Advancements in Photolithography Techniques #FOS: Computer and information sciences #Other Computer Science (cs.OH) #VLSI and Analog Circuit Testing #VLSI and FPGA Design Techniques
  35. Automatic Layout Generation with Applications in Machine Learning Engine Evaluation
    2019/12/12 by Haoyu Yang, Wen Chen, Yang, Haoyu +9 · 1 citation
    Engineering · Materials Science · #Advancements in Photolithography Techniques #Electron and X-Ray Spectroscopy Techniques #Machine Learning in Materials Science
  36. Generalized Kullback-Leibler Divergence Loss
    2025/03/11 by Cui, Jiequan, Zhu, Beier, Xu, Qingshan +5 · 4 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  37. From Pruning to Grafting: Dynamic Knowledge Redistribution via Learnable Layer Fusion
    2024/11/21 by Zehua Pei, Hui-Ling Zhen, Pei, Zehua +9 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Time Series Analysis and Forecasting
  38. CMoE: Converting Mixture-of-Experts from Dense to Accelerate LLM Inference
    2025/02/06 by Pei, Zehua, Zou, Lancheng, Zhen, Hui-Ling +5 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  39. On the Distributed Evaluation of Generative Models
    2023/10/18 by Wang, Zixiao, Farnia, Farzan, Lin, Zhenghao +2 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  40. MixPE: Quantization and Hardware Co-design for Efficient LLM Inference
    2024/11/25 by Yu Zhang, Mingzi Wang, Zhang, Yu +11 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Natural Language Processing Techniques
  41. DreamOmni2: Multimodal Instruction-based Editing and Generation
    2025/10/08 by Bin Xia, Xia, Bin, Bohao Peng +25 · 1 voice · 6 citations
    Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling #cs.CV
  42. Divergent Thoughts toward One Goal: LLM-based Multi-Agent Collaboration System for Electronic Design Automation
    2025/02/15 by Haoyuan Wu, Haisheng Zheng, Wu, Haoyuan +5 · 3 citations
    Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Manufacturing Process and Optimization
  43. AnalogCoder-Pro: Unifying Analog Circuit Generation and Optimization via Multi-modal LLMs
    2025/08/04 by Lai, Yao, Poddar, Souradip, Lee, Sungyoung +5 · 4 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  44. UniMoCo: Unified Modality Completion for Robust Multi-Modal Embeddings
    2025/05/17 by Jiajun Qin, Qin, Jiajun, Yuan Pu +9 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  45. DiLA: Enhancing LLM Tool Learning with Differential Logic Layer
    2024/02/19 by Yu Zhang, Zhang, Yu, Hui‐Ling Zhen +11 · 2 citations
    Computer Science · #Formal Methods in Verification
  46. Evolution of Optimization Algorithms for Global Placement via Large Language Models
    2025/04/18 by Xufeng Yao, Jiaxi Jiang, Yao, Xufeng +9 · 2 citations
    Computer Science · Engineering · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #Embedded Systems Design Techniques #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #VLSI and FPGA Design Techniques
  47. Dive Deeper Into Box for Object Detection
    2020/07/15 by Ran Chen, Chen, Ran, Yong Liu +9 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  48. DreamVE: Unified Instruction-based Image and Video Editing
    2025/08/08 by Bin Xia, Xia, Bin, Jiyang Liu +15 · 3 citations
    Computer Science · #Video Analysis and Summarization #Advanced Vision and Imaging #Generative Adversarial Networks and Image Synthesis
  49. Behavioral Fingerprinting of Large Language Models
    2025/09/02 by Zehua Pei, H Zhen, Pei, Zehua +13 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  50. Grove MoE: Towards Efficient and Superior MoE LLMs with Adjugate Experts
    2025/08/11 by Heng Wu, Wu, Haoyuan, Chen, Haoxing +22 · 4 citations
    Computer Science · #Topic Modeling #Mobile Crowdsensing and Crowdsourcing #Multimodal Machine Learning Applications
  51. Intelligent OPC Engineer Assistant for Semiconductor Manufacturing
    2024/08/23 by Guojin Chen, Chen, Guojin, Yang, Haoyu +4 · 1 citation
    Engineering · #Industrial Automation and Control Systems #Industrial Vision Systems and Defect Detection
  52. ToTRL: Unlock LLM Tree-of-Thoughts Reasoning Potential through Puzzles Solving
    2025/05/19 by Honglin Wu, Wu, Haoyuan, X. Chen +10 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Artificial Intelligence in Games #Reinforcement Learning in Robotics
  53. MoreauPruner: Robust Pruning of Large Language Models against Weight Perturbations
    2024/06/11 by Zixiao Wang, Jingwei Zhang, Wang, Zixiao +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  54. One-Token Rollout: Guiding Supervised Fine-Tuning of LLMs with Policy Gradient
    2025/09/30 by Ming, Rui, Wu, Haoyuan, Hu, Shoubo +2 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences