Du, Li
- The Curious Case of Neural Text Degeneration
2019/04/22 by Ari Holtzman, Holtzman, Ari, Jan Buys +7 · 302 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- Formal Aspects of Language Modeling
2023/11/07 by Ryan Cotterell, Anej Svete, Cotterell, Ryan +7 · 2 voices · 4 citations
Computer Science · #Natural Language Processing Techniques #cs.CL
- Tokenization and the Noiseless Channel
2023/06/29 by Zouhar, Vilém, Meister, Clara, Gastaldi, Juan Luis +3 · 8 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Theory (cs.IT)
- A Formal Perspective on Byte-Pair Encoding
2023/06/29 by Zouhar, Vilém, Meister, Clara, Gastaldi, Juan Luis +4 · 8 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC)
- NoisyQuant: Noisy Bias-Enhanced Post-Training Activation Quantization for Vision Transformers
2022/11/29 by Liu, Yijiang, Yang, Huanrui, Dong, Zhen +3 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- e-CARE: a New Dataset for Exploring Explainable Causal Reasoning
2022/05/12 by Li Du, Xiao Ding, Du, Li +7 · 5 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
- MoLe-VLA: Dynamic Layer-skipping Vision Language Action Model via Mixture-of-Layers for Efficient Robot Manipulation
2025/03/26 by Rongyu Zhang, Minghui Dong, Zhang, Rongyu +15 · 16 citations
Computer Science · Engineering · #Multimodal Machine Learning Applications #Robot Manipulation and Learning #Natural Language Processing Techniques
- Deciphering the Impact of Pretraining Data on Large Language Models through Machine Unlearning
2024/02/18 by Yang Zhao, Li Du, Zhao, Yang +13 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- AmpAgent: An LLM-based Multi-Agent System for Multi-stage Amplifier Schematic Design from Literature for Process and Performance Porting
2024/09/23 by Liu, Chengjie, Chen, Weiyu, Peng, Anlan +3 · 7 citations
#Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
- SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking
2024/07/05 by Xingrun Xing, Boyan Gao, Xing, Xingrun +13 · 6 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
- Infinity Instruct: Scaling Instruction Selection and Synthesis to Enhance Language Models
2025/06/09 by Jijie Li, Li, Jijie, Li Du +13 · 14 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
- Beyond IID: Optimizing Instruction Learning from the Perspective of Instruction Interaction and Dependency
2024/09/11 by H. Zhao, Zhao, Hanyu, Lidong Du +7 · 6 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Education and Learning Interventions #FOS: Computer and information sciences #Online Learning and Analytics #Online and Blended Learning
- Causal-Guided Active Learning for Debiasing Large Language Models
2024/08/23 by Du, Li, Sun, Zhouhao, Ding, Xiao +5 · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo
2025/04/17 by Loula, João, LeBrun, Benjamin, Du, Li +12 · 9 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- QD-BEV : Quantization-aware View-guided Distillation for Multi-view 3D Object Detection
2023/08/21 by Zhang, Yifan, Dong, Zhen, Yang, Huanrui +6 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- FLM-101B: An Open LLM and How to Train It with 100K Budget
2023/09/07 by Li, Xiang, Yao, Yiqun, Jiang, Xin +10 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Atomic physics on a 50 nm scale: Realization of a bilayer system of dipolar atoms
2023/02/14 by Du, Li, Pierre Barral, Barral, Pierre +8 · 2 citations
Physics and Astronomy · Computer Science · #Cold Atom Physics and Bose-Einstein Condensates #Quantum Information and Cryptography #Quantum optics and atomic interactions
- Medical Dialogue: A Survey of Categories, Methods, Evaluation and Challenges
2024/05/17 by Xiaoming Shi, Shi, Xiaoming, Zeming Liu +15 · 3 citations
Health Professions · Psychology · #Patient-Provider Communication in Healthcare #Counseling, Therapy, and Family Dynamics
- A Reconfigurable Streaming Deep Convolutional Neural Network Accelerator for Internet of Things
2017/07/08 by Du, Li, Du, Yuan, Li, Yilei +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
- Decomposing the Neurons: Activation Sparsity via Mixture of Experts for Continual Test Time Adaptation
2024/05/26 by Zhang, Rongyu, Cheng, Aosong, Luo, Yulin +8 · 3 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Fast Controlled Generation from Language Models with Adaptive Weighted Rejection Sampling
2025/04/07 by Lipkin, Benjamin, LeBrun, Benjamin, Vigly, Jacob Hoover +9 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- AutoTIR: Autonomous Tools Integrated Reasoning via Reinforcement Learning
2025/07/29 by Wei, Yifan, Yu, Xiaoyan, Weng, Yixuan +3 · 6 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Structured Voronoi Sampling
2023/06/05 by Amini, Afra, Du, Li, Cotterell, Ryan · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Autoregressive Modeling with Lookahead Attention
2023/05/20 by Du, Li, Mei, Hongyuan, Eisner, Jason · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Quantifying and Attributing the Hallucination of Large Language Models via Association Analysis
2023/09/11 by Li Du, Yequan Wang, Du, Li +11 · 1 citation
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
- CSQ: Growing Mixed-Precision Quantization Scheme with Bi-level Continuous Sparsification
2022/12/06 by Xiao, Lirui, Yang, Huanrui, Dong, Zhen +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Uncertainty Guided Depth Fusion for Spike Camera
2022/08/26 by Jianing Li, Jiaming Liu, Li, Jianing +15 · 1 citation
Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10 #Image Enhancement Techniques
- Proximity QA: Unleashing the Power of Multi-Modal Large Language Models for Spatial Proximity Analysis
2024/01/31 by Jianing Li, Xi Nan, Li, Jianing +7 · 1 citation
Computer Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Data Management and Algorithms #FOS: Computer and information sciences #Geographic Information Systems Studies #I.2.7 #I.5.4
- Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection
2025/02/16 by Zhao Yang, Li Du, Zhao, Yang +21 · 2 citations
Computer Science · #Computation and Language (cs.CL) #Educational Technology and Assessment #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics
- SFC: Achieve Accurate Fast Convolution under Low-precision Arithmetic
2024/07/03 by Liulu He, He, Liulu, Yufei Zhao +7 · 1 citation
Computer Science · Engineering · #Numerical Methods and Algorithms #Digital Filter Design and Implementation #Advanced Surface Polishing Techniques
- FBQuant: FeedBack Quantization for Large Language Models
2025/01/25 by Liu, Yijiang, Fang, Hengyu, He, Liulu +4 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- FPTQ: Fine-grained Post-Training Quantization for Large Language Models
2023/08/30 by Li, Qingyuan, Zhang, Yifan, Li, Liang +6 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Supervised Fine-Tuning Achieve Rapid Task Adaption Via Alternating Attention Head Activation Patterns
2024/09/24 by Zhao, Yang, Du, Li, Ding, Xiao +3 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Image2Net: Datasets, Benchmark and Hybrid Framework to Convert Analog Circuit Diagrams into Netlists
2025/06/27 by Xu, Haohang, Liu, Chengjie, Wang, Qihang +10 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Hardware Architecture (cs.AR) #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- VeCAF: Vision-language Collaborative Active Finetuning with Training Objective Awareness
2024/01/15 by Rongyu Zhang, Zefan Cai, Zhang, Rongyu +21 · 1 citation
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Reservoir Computing #Teleoperation and Haptic Systems
- AnalogTester: A Large Language Model-Based Framework for Automatic Testbench Generation in Analog Circuit Design
2025/07/14 by Wei‐Yu Chen, Chengjie Liu, Chen, Weiyu +13 · 2 citations
Computer Science · Engineering · #Embedded Systems Design Techniques #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Multiagent Systems (cs.MA) #VLSI and Analog Circuit Testing #VLSI and FPGA Design Techniques