Dawei Li
- Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens
2025/08/02 by Chengshuai Zhao, Zhao, Chengshuai, Zhen Tan +13 · 35 voices · 21 citations
#cs.AI #cs.CL #cs.LG
- Large Language Models for Data Annotation and Synthesis: A Survey
2024/02/21 by Zhen Tan, Dawei Li, Tan, Zhen +18 · 3 voices · 82 citations
Computer Science · Decision Sciences · #Data Quality and Management #Natural Language Processing Techniques #Topic Modeling #cs.CL
- Is One Layer Enough? Training A Single Transformer Layer Can Match Full-Parameter RL Training
2026/07/01 by Zijian Zhang, Rizhen Hu, Athanasios Glentis +4 · 17 voices
#cs.LG #cs.CL
- The Paris Climate Agreement and future sea-level rise from Antarctica
2021/05/05 by Robert M. DeConto, David Pollard, Richard B. Alley +12 · 19 citations
Earth and Planetary Sciences · #Arctic and Antarctic ice dynamics #Cryospheric studies and observations #Geology and Paleoclimatology Research
- Can LLMs Learn from Previous Mistakes? Investigating LLMs' Errors to Boost for Reasoning
2024/03/29 by Yongqi Tong, Tong, Yongqi, Dawei Li +9 · 20 citations
Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Legal Education and Practice Innovations
- Preference Leakage: A Contamination Problem in LLM-as-a-judge
2025/02/03 by Dawei Li, Li, Dawei, Renliang Sun +14 · 34 citations
Business, Management and Accounting · Economics, Econometrics and Finance · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #Dispute Resolution and Class Actions #FOS: Computer and information sciences #Law, Economics, and Judicial Systems #Machine Learning (cs.LG)
- Talking Face Generation by Conditional Recurrent Adversarial Network
2018/04/13 by Yang Song, Song, Yang, Jingwen Zhu +7 · 9 citations
Computer Science · #Speech and Audio Processing #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques
- DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature
2024/05/08 by Dawei Li, Yang Shu, Li, Dawei +21 · 15 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
- ICTV Virus Taxonomy Profile: Virgaviridae
2017/08/01 by Michael J. Adams, M. J. Adams, Scott Adkins +8 · 27 citations
Agricultural and Biological Sciences · Medicine · #Plant Virus Research Studies #Mosquito-borne diseases and control #Viral Infections and Vectors
- SMoA: Improving Multi-agent Large Language Models with Sparse Mixture-of-Agents
2024/11/05 by Dawei Li, Li, Dawei, Zhen Tan +10 · 14 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Natural Language Processing Techniques #Topic Modeling
- CausalEval: Towards Better Causal Reasoning in Language Models
2024/10/22 by Lu Yu, Delin Chen, Yu, Longxuan +15 · 11 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- DeepRebirth: Accelerating Deep Neural Network Execution on Mobile Devices
2017/08/16 by Dawei Li, Xiaolong Wang, Li, Dawei +3 · 3 citations
Computer Science · Mathematics · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Parallel Computing and Optimization Techniques #Tensor decomposition and applications
- NTK-SAP: Improving neural network pruning by aligning training dynamics
2023/04/06 by Yite Wang, Dawei Li, Wang, Yite +3 · 4 citations
Computer Science · Physics and Astronomy · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications
- SERS detection of polycyclic aromatic hydrocarbons using a bare gold nanoparticles coupled film system
2016/01/01 by Hai-Xin Gu, Haixin Gu, Kai Hu +4 · 8 citations
Materials Science · Agricultural and Biological Sciences · #Gold and Silver Nanoparticles Synthesis and Applications #Melamine detection and toxicity #Advanced Nanomaterials in Catalysis
- Can LLMs Improve Multimodal Fact-Checking by Asking Relevant Questions?
2024/10/06 by Alimohammad Beigi, Beigi, Alimohammad, Bohan Jiang +12 · 6 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Advanced Text Analysis Techniques
- On a Faster R-Linear Convergence Rate of the Barzilai-Borwein Method
2021/01/01 by Dawei Li, Ruoyu Sun, Li, Dawei +1 · 2 citations
Engineering · Mathematics · Computer Science · #Sparse and Compressive Sensing Techniques #Advanced Optimization Algorithms Research #Stochastic Gradient Optimization Techniques
- BPO: Towards Balanced Preference Optimization between Knowledge Breadth and Depth in Alignment
2024/11/16 by Sizhe Wang, Yunze Tong, Wang, Sizhe +9 · 5 citations
Engineering · #Advanced Manufacturing and Logistics Optimization #Computation and Language (cs.CL) #FOS: Computer and information sciences #Manufacturing Process and Optimization #Optimization and Packing Problems
- Knowledge-Driven Feature Selection and Engineering for Genotype Data with Large Language Models
2024/10/02 by Joseph Lee, Lee, Joseph, Shu Yang +19 · 1 voice · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Genomics (q-bio.GN) #Machine Learning (cs.LG) #cs.CL #cs.LG #q-bio.GN
- Optimizing Language Model's Reasoning Abilities with Weak Supervision
2024/05/07 by Yongqi Tong, Tong, Yongqi, Sizhe Wang +15 · 2 citations
Computer Science · #Natural Language Processing Techniques
- C3KG: A Chinese Commonsense Conversation Knowledge Graph
2022/04/06 by Dawei Li, Yanran Li, Li, Dawei +11 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- Fine-grained Contrastive Learning for Definition Generation
2022/10/02 by Hengyuan Zhang, Dawei Li, Zhang, Hengyuan +5 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Music and Audio Processing #Natural Language Processing Techniques #Speech Recognition and Synthesis
- From Moderation to Mediation: Can LLMs Serve as Mediators in Online Flame Wars?
2025/12/02 by Dawei Li, Abdullah Alnaibari, Li, Dawei +11 · 1 voice
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #cs.AI
- Assisting Language Learners: Automated Trans-Lingual Definition Generation via Contrastive Prompt Learning
2023/06/09 by Hengyuan Zhang, Dawei Li, Zhang, Hengyuan +9 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- DAIL: Data Augmentation for In-Context Learning via Self-Paraphrase
2023/11/06 by Dawei Li, Yaxuan Li, Li, Dawei +13 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Multimodal Machine Learning Applications #Topic Modeling
- Dynamically Hierarchy Revolution: DirNet for Compressing Recurrent Neural Network on Mobile Devices
2018/06/04 by Jie Zhang, Zhang, Jie, Xiaolong Wang +5 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Speech Recognition and Synthesis #Speech and Audio Processing #Topic Modeling
- A Question-centric Multi-experts Contrastive Learning Framework for Improving the Accuracy and Interpretability of Deep Sequential Knowledge Tracing Models
2024/03/12 by Hengyuan Zhang, Zhang, Hengyuan, Zitao Liu +7 · 1 citation
Computer Science · Decision Sciences · #Topic Modeling #Expert finding and Q&A systems #Knowledge Management and Technology
- LLMs as World Models: Data-Driven and Human-Centered Pre-Event Simulation for Disaster Impact Assessment
2025/06/02 by Lingyao Li, Li, Lingyao, Dawei Li +13 · 4 citations
Social Sciences · Computer Science · Earth and Planetary Sciences · #Disaster Management and Resilience #Seismology and Earthquake Studies #Tropical and Extratropical Cyclones Research
- Role and mechanism of PI3K/AKT/FoxO1/PDX-1 signaling pathway in functional changes of pancreatic islets in rats after severe burns
2020/07/24 by Bohan Zhang, Pengchao Sun, Chuan'an Shen +8 · 15 citations
Medicine · Biochemistry, Genetics and Molecular Biology · #Burn Injury Management and Outcomes #FOXO transcription factor regulation #Pancreatic function and diabetes
- Asymmetric Side-Group Engineering of Nonfused Ring Electron Acceptors for High-Efficiency Thick-Film Organic Solar Cells
2025/11/10 by Dawei Li, Nan Wei, Yanan Chen +11 · 1 voice · 1 citation
Engineering · #Organic Electronics and Photovoltaics #Organic Light-Emitting Diodes Research #Perovskite Materials and Applications
- Electrochemical micromachining of microstructures of micro hole and dimple array
2009/01/01 by D. Zhu, Dong Zhu, Ningsong Qu +9 · 9 citations
Engineering · #Advanced Machining and Optimization Techniques #Advanced machining processes and optimization #Laser Material Processing Techniques
- TextCloak: Thwarting Unauthorized LLM Exploitation via RL-Driven Unlearnable Text
2026/07/30 by Chengshuai Zhao, Pingchuan Ma, Dawei Li +4
Computer Science · #cs.CL #cs.AI #cs.CR #cs.LG
- Barzilai-Borwein Fails Superlinear Convergence on an Open Set of Quadratics for Every Dimension n≥ 4
2026/07/23 by Dawei Li, Xiaotian Jiang, Mingyi Hong
#math.OC #cs.AI #cs.LG