Zhang, Dylan
- ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting
2024/06/28 by Rui Pan, Pan, Rui, Zhang, Dylan +12 · 12 citations
Computer Science · Engineering · #Advanced Data Storage Technologies #Algorithms and Data Compression #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Reservoir Engineering and Simulation Methods
- Entropy-Regularized Process Reward Model
2024/12/15 by Zhang, Hanning, Wang, Pengcheng, Diao, Shizhe +6 · 10 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- The Best Instruction-Tuning Data are Those That Fit
2025/02/06 by Dylan Zhang, Zhang, Dylan, Dai, Qirun +2 · 10 citations
Social Sciences · Decision Sciences · #Online and Blended Learning #Educational Assessment and Improvement
- Adaptation of Agentic AI: A Survey of Post-Training, Memory, and Skills
2025/12/18 by Pengcheng Jiang, Jiang, Pengcheng, Jiacheng Lin +67 · 5 voices · 2 citations
Computer Science · #AI-based Problem Solving and Planning #Advanced Software Engineering Methodologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #cs.AI #cs.CL
- Visual Prompting in LLMs for Enhancing Emotion Recognition
2024/10/03 by Qixuan Zhang, Zhifeng Wang, Zhang, Qixuan +13 · 5 citations
Psychology · #Emotion and Mood Recognition
- Transformer-Based Models Are Not Yet Perfect At Learning to Emulate Structural Recursion
2024/01/23 by Zhang, Dylan, Tigges, Curt, Zhang, Zory +3 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Formal Languages and Automata Theory (cs.FL) #Logic in Computer Science (cs.LO) #Programming Languages (cs.PL)
- Instruction Diversity Drives Generalization To Unseen Tasks
2024/02/16 by Dylan Zhang, Justin Wang, Zhang, Dylan +3 · 3 citations
Social Sciences · #Teacher Education and Leadership Studies
- PLUM: Improving Code LMs with Execution-Guided On-Policy Preference Learning Driven By Synthetic Test Cases
2024/06/11 by Dylan Zhang, Zhang, Dylan, Shizhe Diao +5 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Programming Languages (cs.PL) #Software Engineering (cs.SE) #Software Testing and Debugging Techniques
- Only-IF:Revealing the Decisive Effect of Instruction Diversity on Generalization
2024/10/07 by Dylan Zhang, Zhang, Dylan, Justin Wang +3 · 2 citations
Social Sciences · #Mathematics Education and Teaching Techniques
- Improving Influence-based Instruction Tuning Data Selection for Balanced Learning of Diverse Capabilities
2025/01/21 by Dai, Qirun, Dylan Zhang, Zhang, Dylan +4 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Technology and Assessment #FOS: Computer and information sciences #I.2.7 #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Online Learning and Analytics
- Building A Proof-Oriented Programmer That Is 64% Better Than GPT-4o Under Data Scarcity
2025/02/17 by Dylan Zhang, Zhang, Dylan, Justin Wang +2 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Numerical Methods and Algorithms #Programming Languages (cs.PL) #Software Engineering (cs.SE)