Cai, Yaohui

1. QuIP: 2-Bit Quantization of Large Language Models With Guarantees
   2023/07/25 by Jerry Chee, Chee, Jerry, Yaohui Cai +6 · 1 voice · 87 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.CL #cs.LG
2. ZeroQ: A Novel Zero Shot Quantization Framework
   2020/01/01 by Yaohui Cai, Cai, Yaohui, Zhewei Yao +9 · 32 citations
   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
3. 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
4. SPADE: A Spectral Method for Black-Box Adversarial Robustness Evaluation
   2021/02/07 by Wuxinlin Cheng, Chenhui Deng, Cheng, Wuxinlin +9 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning
5. Structured Pruning is All You Need for Pruning CNNs at Initialization
   2022/03/04 by Cai, Yaohui, Hua, Weizhe, Chen, Hongzheng +3 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
6. e-boost: Boosted E-Graph Extraction with Adaptive Heuristics and Exact Solving
   2025/08/18 by Jiaqi Yin, Yin, Jiaqi, Zhan Song +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
7. 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