Chen, Shiyang

1. ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models
   2025/02/13 by Jonathan C. Roberts, Jonathan Roberts, Mohammad Reza Taesiri +68 · 1 voice · 17 citations
   Computer Science · #Semantic Web and Ontologies #cs.CV
2. PrisonBreak: Jailbreaking Large Language Models with at Most Twenty-Five Targeted Bit-flips
   2024/12/10 by Zachary Coalson, Coalson, Zachary, Jeonghyun Woo +16 · 11 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG)
3. FP6-LLM: Efficiently Serving Large Language Models Through FP6-Centric Algorithm-System Co-Design
   2024/01/25 by Haojun Xia, Zheng Zhen, Zhen Zheng +25 · 1 voice · 1 citation
   Computer Science · #cs.LG #cs.AI #cs.AR
4. DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies
   2023/10/06 by Shuaiwen Leon Song, Song, Shuaiwen Leon, Bonnie Kruft +181 · 5 citations
   Biochemistry, Genetics and Molecular Biology · Decision Sciences · Materials Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Genetics, Bioinformatics, and Biomedical Research #Machine Learning (cs.LG) #Machine Learning in Materials Science #Scientific Computing and Data Management
5. ZeroQuant(4+2): Redefining LLMs Quantization with a New FP6-Centric Strategy for Diverse Generative Tasks
   2023/12/14 by Xiaoxia Wu, Wu, Xiaoxia, Haojun Xia +19 · 4 citations
   Computer Science · Engineering · #Topic Modeling #Ferroelectric and Negative Capacitance Devices #Advanced Neural Network Applications
6. Machine learning of pair-contact process with diffusion
   2021/12/01 by Jianmin Shen, Shen, Jianmin, Wei Li +9 · 2 citations
   Physics and Astronomy · Materials Science · #Theoretical and Computational Physics #Complex Network Analysis Techniques #Material Dynamics and Properties
7. Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune Paradigm
   2021/10/15 by Huang, Shaoyi, Xu, Dongkuan, Yen, Ian E. H. +8 · 2 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
8. KVDirect: Distributed Disaggregated LLM Inference
   2024/12/13 by Shiyang Chen, Chen, Shiyang, Dan Yu +13 · 4 citations
   Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
9. Motif-based Graph Representation Learning with Application to Chemical Molecules
   2022/08/09 by Yifei Wang, Shiyang Chen, Wang, Yifei +9 · 1 citation
   Computer Science · Materials Science · #Advanced Graph Neural Networks #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
10. Learning phase transitions by siamese neural network
    2024/05/27 by Jianmin Shen, Shen, Jianmin, Shiyang Chen +7 · 1 citation
    Computer Science · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Neural Networks and Applications
11. Applications of Domain Adversarial Neural Network in phase transition of 3D Potts model
    2023/12/05 by Xiangna Chen, Feiyi Liu, Chen, Xiangna +13 · 1 citation
    Computer Science · Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Neural Networks and Applications #Opinion Dynamics and Social Influence #Quantum many-body systems #Statistical Mechanics (cond-mat.stat-mech)