Han, Peng
- Not All Layers of LLMs Are Necessary During Inference
2024/03/04 by Siqi Fan, Xin Jiang, Fan, Siqi +15 · 26 citations
Biochemistry, Genetics and Molecular Biology · Medicine · #Artificial Intelligence (cs.AI) #Cancer-related gene regulation #Cancer-related molecular mechanisms research #Cell Adhesion Molecules Research #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- FLM-101B: An Open LLM and How to Train It with 100K Budget
2023/09/07 by Xiang Li, Yiqun Yao, Li, Xiang +23 · 1 voice · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL
- nanoLM: an Affordable LLM Pre-training Benchmark via Accurate Loss Prediction across Scales
2023/04/14 by Yiqun Yao, Yao, Yiqun, Siqi fan +23 · 1 voice · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CL #cs.LG
- Grid and Road Expressions Are Complementary for Trajectory Representation Learning
2024/11/22 by Silin Zhou, Zhou, Silin, Shuo Shang +7 · 5 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Data Management and Algorithms #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG) #Natural Language Processing Techniques
- DRE: Generating Recommendation Explanations by Aligning Large Language Models at Data-level
2024/04/09 by Gao, Shen, Wang, Yifan, Fang, Jiabao +3 · 3 citations
#FOS: Computer and information sciences #Information Retrieval (cs.IR)
- V2VSSC: A 3D Semantic Scene Completion Benchmark for Perception with Vehicle to Vehicle Communication
2024/02/07 by Yuanfang Zhang, Zhang, Yuanfang, Junxuan Li +15 · 2 citations
Computer Science · Engineering · #Video Surveillance and Tracking Methods #Advanced Image and Video Retrieval Techniques #Autonomous Vehicle Technology and Safety
- MotionGS : Compact Gaussian Splatting SLAM by Motion Filter
2024/05/18 by Xinli Guo, Weidong Zhang, Guo, Xinli +6 · 2 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Modular Robots and Swarm Intelligence #Robotics and Sensor-Based Localization
- The Price of a Second Thought: On the Evaluation of Reasoning Efficiency in Large Language Models
2025/05/28 by Siqi Fan, Bowen Qin, Fan, Siqi +9 · 5 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
- Sketch: A Toolkit for Streamlining LLM Operations
2024/09/05 by Jiang Xin, Xiang Li, Jiang, Xin +19 · 2 citations
Computer Science · Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Scheduling and Optimization Algorithms #Simulation Techniques and Applications
- Learning Time-aware Graph Structures for Spatially Correlated Time Series Forecasting
2023/12/27 by Minbo Ma, Ma, Minbo, Jilin Hu +11 · 1 citation
Computer Science · Environmental Science · #Artificial Intelligence (cs.AI) #Data Visualization and Analytics #FOS: Computer and information sciences #Health, Environment, Cognitive Aging #Machine Learning (cs.LG) #Time Series Analysis and Forecasting