Zhiru Zhang
- Improving Neural Network Quantization without Retraining using Outlier Channel Splitting
2019/01/28 by Ritchie Zhao, Zhao, Ritchie, Yuwei Hu +7 · 15 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Polynormer: Polynomial-Expressive Graph Transformer in Linear Time
2024/03/02 by Chenhui Deng, Zichao Yue, Deng, Chenhui +3 · 22 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Photonic and Optical Devices #Semiconductor Lasers and Optical Devices
- Channel Gating Neural Networks
2018/05/29 by Weizhe Hua, Hua, Weizhe, Yuan Zhou +7 · 9 citations
Computer Science · #Neural Networks and Applications #Video Surveillance and Tracking Methods #Anomaly Detection Techniques and Applications
- PokeBNN: A Binary Pursuit of Lightweight Accuracy
2021/11/30 by Yichi Zhang, Zhiru Zhang, Zhang, Yichi +3 · 10 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Understanding Hyperdimensional Computing for Parallel Single-Pass Learning
2022/02/10 by Changyuan Yu, Tao Yu, Yichi Zhang +7 · 1 voice · 3 citations
Computer Science · Engineering · Materials Science · Physics and Astronomy · #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Magnetic properties of thin films #Multiferroics and related materials #Neural and Evolutionary Computing (cs.NE) #Parallel #and Cluster Computing (cs.DC) #cs.DC #cs.LG #cs.NE
- High-Level Synthesis for FPGAs: From Prototyping to Deployment
2011/03/22 by Jason Cong, Bin Liu, Stephen Neuendorffer +3 · 4 citations
Computer Science · #Embedded Systems Design Techniques #Parallel Computing and Optimization Techniques #Interconnection Networks and Systems
- FlashDLM: Accelerating Diffusion Language Model Inference via Efficient KV Caching and Guided Diffusion
2025/05/27 by Zhanqiu Hu, Jian Meng, Hu, Zhanqiu +11 · 28 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Learning from Students: Applying t-Distributions to Explore Accurate and Efficient Formats for LLMs
2024/05/06 by Jordan Dotzel, Dotzel, Jordan, Chen, Yuzong +12 · 7 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Educational Technology and Assessment #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques
- GuardNN: Secure Accelerator Architecture for Privacy-Preserving Deep Learning
2020/08/26 by Weizhe Hua, Muhammad Umar, Hua, Weizhe +5 · 3 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Security and Verification in Computing #Advanced Memory and Neural Computing
- Slapo: A Schedule Language for Progressive Optimization of Large Deep Learning Model Training
2023/02/16 by Hongzheng Chen, Cody Hao Yu, Chen, Hongzheng +9 · 5 citations
Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Software System Performance and Reliability
- ShadowLLM: Predictor-based Contextual Sparsity for Large Language Models
2024/06/24 by Yash Akhauri, Ahmed F. AbouElhamayed, Akhauri, Yash +11 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- HeuriGym: An Agentic Benchmark for LLM-Crafted Heuristics in Combinatorial Optimization
2025/06/09 by Hongzheng Chen, Chen, Hongzheng, Yingheng Wang +22 · 11 citations
Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Multimodal Machine Learning Applications
- Enabling Design Methodologies and Future Trends for Edge AI: Specialization and Co-design
2021/03/25 by Cong Hao, Jordan Dotzel, Hao, Cong +9 · 2 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #IoT and Edge/Fog Computing
- BulletTrain: Accelerating Robust Neural Network Training via Boundary Example Mining
2021/09/29 by Weizhe Hua, Yichi Zhang, Hua, Weizhe +7 · 2 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- SPADE: A Spectral Method for Black-Box Adversarial Robustness Evaluation
2021/02/07 by Wuxinlin Cheng, Cheng, Wuxinlin, Chenhui Deng +9 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning
- FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with\n Fractional Activations
2020/12/22 by Yichi Zhang, Junhao Pan, Zhang, Yichi +9 · 2 citations
Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
- Magellan: Autonomous Discovery of Novel Compiler Optimization Heuristics with AlphaEvolve
2026/01/28 by Hongzheng Chen, Alexander Novikov, Ngân Vũ +5 · 2 voices · 1 citation
Computer Science · #cs.AI #cs.LG #cs.PL
- Differentiable Combinatorial Scheduling at Scale
2024/06/06 by Liu, Mingju, Yingjie Li, Jiaqi Yin +6 · 5 citations
Computer Science · Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Scheduling and Optimization Algorithms #Scheduling and Timetabling Solutions
- MGX: Near-Zero Overhead Memory Protection for Data-Intensive Accelerators
2020/04/20 by Weizhe Hua, Hua, Weizhe, Muhammad Umar +5 · 1 citation
Computer Science · #Advanced Data Storage Technologies #Cryptography and Data Security #Cryptography and Security (cs.CR) #Distributed systems and fault tolerance #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG)
- Comprehensive Benchmarking of Binary Neural Networks on NVM Crossbar Architectures
2023/08/11 by Ruirong Huang, Zichao Yue, Huang, Ruirong +7 · 1 citation
Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning and ELM
- FLIQS: One-Shot Mixed-Precision Floating-Point and Integer Quantization Search
2023/08/07 by Jordan Dotzel, Dotzel, Jordan, Gang Wu +21 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Painting on Placement: Forecasting Routing Congestion using Conditional Generative Adversarial Nets
2019/04/15 by Cunxi Yu, Yu, Cunxi, Zhiru Zhang +1 · 1 citation
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG) #VLSI and Analog Circuit Testing #VLSI and FPGA Design Techniques
- e-boost: Boosted E-Graph Extraction with Adaptive Heuristics and Exact Solving
2025/08/18 by Jiaqi Yin, Zhan Song, Yin, Jiaqi +9 · 3 citations
Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Semantic Web and Ontologies
- Trainable Fixed-Point Quantization for Deep Learning Acceleration on FPGAs
2024/01/31 by Dingyi Dai, Yichi Zhang, Dai, Dingyi +11 · 1 citation
Engineering · Computer Science · #CCD and CMOS Imaging Sensors #Image Processing Techniques and Applications #Advanced Image Processing Techniques
- Dato: A Task-Based Programming Model for Dataflow Accelerators
2025/09/08 by Fang, Shihan, Hongzheng Chen, Chen, Hongzheng +9 · 4 citations
Computer Science · Decision Sciences · #Distributed and Parallel Computing Systems #Parallel Computing and Optimization Techniques #Simulation Techniques and Applications