Ding, Tian
- Adam-mini: Use Fewer Learning Rates To Gain More
2024/06/24 by Yushun Zhang, Congliang Chen, Zhang, Yushun +14 · 24 citations
Computer Science · Engineering · #Advanced Adaptive Filtering Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing
- Why Transformers Need Adam: A Hessian Perspective
2024/02/26 by Yushun Zhang, Congliang Chen, Zhang, Yushun +9 · 17 citations
Physics and Astronomy · #Space Science and Extraterrestrial Life
- PDHG-Unrolled Learning-to-Optimize Method for Large-Scale Linear Programming
2024/06/04 by Bingheng Li, Linxin Yang, Li, Bingheng +19 · 6 citations
Computer Science · Engineering · #Advanced Algorithms and Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Neural Networks and Applications #Optimization and Control (math.OC)
- CoRT: Code-integrated Reasoning within Thinking
2025/06/11 by Cheng‐Peng Li, Zhengyang Tang, Li, Chengpeng +19 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- On the Benefit of Width for Neural Networks: Disappearance of Bad Basins
2018/12/28 by Li, Dawei, Ding, Tian, Sun, Ruoyu · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
- Beamforming Design with Fast Convergence for IRS-Aided Full-Duplex Communication
2020/08/02 by Hong Shen, Shen, Hong, Tian Ding +5 · 1 citation
Engineering · #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #FOS: Electrical engineering #Full-Duplex Wireless Communications #Information Theory (cs.IT) #Signal Processing (eess.SP) #Underwater Vehicles and Communication Systems #electronic engineering #information engineering
- MoFO: Momentum-Filtered Optimizer for Mitigating Forgetting in LLM Fine-Tuning
2024/07/30 by Yupeng Chen, S Wang, Chen, Yupeng +11 · 2 citations
Engineering · Physics and Astronomy · #Advancements in Photolithography Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Magnetic confinement fusion research #Nuclear reactor physics and engineering
- RealCritic: Towards Effectiveness-Driven Evaluation of Language Model Critiques
2025/01/24 by Tang, Zhengyang, Li, Ziniu, Xiao, Zhenyang +8 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Federated Learning with Lossy Distributed Source Coding: Analysis and Optimization
2022/04/23 by Yang, Huiyuan, Ding, Tian, Yuan, Xiaojun · 1 citation
#FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
- Self-Evolving Critique Abilities in Large Language Models
2025/01/10 by Tang, Zhengyang, Li, Ziniu, Xiao, Zhenyang +8 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- On Representing Convex Quadratically Constrained Quadratic Programs via Graph Neural Networks
2024/11/21 by Chenyang Wu, Wu, Chenyang, Qian Chen +11 · 1 citation
Computer Science · Engineering · Mathematics · #Advanced Control Systems Optimization #Advanced Optimization Algorithms Research #FOS: Mathematics #Machine Learning and Algorithms #Optimization and Control (math.OC)
- Teaching Language Models to Reason with Tools
2025/10/23 by Li, Chengpeng, Tang, Zhengyang, Li, Ziniu +8 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences