Dong, Peijie

1. Intern-S1: A Scientific Multimodal Foundation Model
   2025/08/21 by Bai, Lei, Cai, Zhongrui, Cao, Yuhang +173 · 1 voice · 28 citations
   #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs
   2024/08/03 by Po Dong, Lujun Li, Dong, Peijie +18 · 7 citations
   Engineering · #Semiconductor materials and devices #Advancements in Semiconductor Devices and Circuit Design #Advancements in Photolithography Techniques
3. Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for Large Language Models
   2024/06/05 by Peijie Dong, Dong, Peijie, Lujun Li +11 · 7 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling
4. EMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization
   2023/07/20 by Peijie Dong, Dong, Peijie, Lujun Li +9 · 5 citations
   Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Image Processing Techniques and Applications #Medical Image Segmentation Techniques
5. VMRNN: Integrating Vision Mamba and LSTM for Efficient and Accurate Spatiotemporal Forecasting
   2024/03/25 by Yujin Tang, Tang, Yujin, Peijie Dong +7 · 4 citations
   Engineering · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications #Remote Sensing in Agriculture #Satellite Image Processing and Photogrammetry
6. DisWOT: Student Architecture Search for Distillation WithOut Training
   2023/03/28 by Peijie Dong, Dong, Peijie, Lujun Li +3 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
7. ChunkKV: Semantic-Preserving KV Cache Compression for Efficient Long-Context LLM Inference
   2025/02/01 by Liu, Xiang, Tang, Zhenheng, Dong, Peijie +5 · 6 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
8. Should We Really Edit Language Models? On the Evaluation of Edited Language Models
   2024/10/24 by Li, Qi, Liu, Xiang, Tang, Zhenheng +4 · 5 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
9. Auto-Prox: Training-Free Vision Transformer Architecture Search via Automatic Proxy Discovery
   2023/12/14 by Wei, Zimian, Li, Lujun, Dong, Peijie +6 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
10. LongGenBench: Long-context Generation Benchmark
    2024/10/05 by Liu, Xiang, Dong, Peijie, Hu, Xuming +1 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
11. LPZero: Language Model Zero-cost Proxy Search from Zero
    2024/10/07 by Peijie Dong, Dong, Peijie, Lujun Li +11 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
12. Dissecting the Runtime Performance of the Training, Fine-tuning, and Inference of Large Language Models
    2023/11/07 by Longteng Zhang, Zhang, Longteng, Xiang Liu +19 · 2 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Natural Language Processing Techniques #Performance (cs.PF) #Topic Modeling
13. Semantic Integrity Matters: Benchmarking and Preserving High-Density Reasoning in KV Cache Compression
    2025/02/04 by Liu Xiang, Liu, Xiang, Zhenheng Tang +15 · 4 citations
    Computer Science · #Distributed and Parallel Computing Systems
14. Can Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression
    2025/05/26 by Peijie Dong, Zhenheng Tang, Dong, Peijie +9 · 6 citations
    Economics, Econometrics and Finance · Physics and Astronomy · Computer Science · #Credit Risk and Financial Regulations #Magnetic properties of thin films #Advanced Data Storage Technologies
15. FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion
    2024/10/27 by Zhenheng Tang, Tang, Zhenheng, Yonggang Zhang +11 · 2 citations
    Computer Science · #Privacy-Preserving Technologies in Data
16. The Lottery LLM Hypothesis, Rethinking What Abilities Should LLM Compression Preserve?
    2025/02/24 by Tang, Zhenheng, Liu, Xiang, Wang, Qian +4 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Formal Languages and Automata Theory (cs.FL) #Machine Learning (cs.LG)