Shaochen Zhong
- 70% Size, 100% Accuracy: Lossless LLM Compression for Efficient GPU Inference via Dynamic-Length Float (DFloat11)
2025/04/15 by Tianyi Zhang, Zhang, Tianyi, Mohsen Hariri +11 · 17 voices · 5 citations
Computer Science · #Parallel Computing and Optimization Techniques #Big Data and Digital Economy #Natural Language Processing Techniques
- KIVI : Plug-and-play 2bit KV Cache Quantization with Streaming Asymmetric Quantization
2023/01/01 by Zirui Liu, Jiayi Yuan, Hongye Jin +6 · 1 voice · 45 citations
Computer Science · #Error Correcting Code Techniques #Interconnection Networks and Systems #Quantum-Dot Cellular Automata #cs.CL #cs.LG #cs.PF
- Data-centric Artificial Intelligence: A Survey
2023/03/17 by Daochen Zha, Zaid Pervaiz Bhat, Zha, Daochen +11 · 37 citations
Business, Management and Accounting · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering
2024/03/28 by Yucheng Shi, Qiaoyu Tan, Shi, Yucheng +9 · 8 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 #Speech and dialogue systems #Topic Modeling
- LoRATK: LoRA Once, Backdoor Everywhere in the Share-and-Play Ecosystem
2024/02/29 by Liu, Hongyi, Shaochen Zhong, Zhong, Shaochen +20 · 4 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Digitalization, Law, and Regulation #FOS: Computer and information sciences