Zeng, Yuchen

1. LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning Tasks
   2022/06/14 by Tuan Dinh, Yuchen Zeng, Dinh, Tuan +15 · 18 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
2. The Expressive Power of Low-Rank Adaptation
   2023/10/26 by Zeng, Yuchen, Lee, Kangwook · 14 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Understanding the Role of Large Language Models in Personalizing and Scaffolding Strategies to Combat Academic Procrastination
   2023/12/21 by Bhattacharjee, Ananya, Zeng, Yuchen, Xu, Sarah Yi +9 · 4 citations
   #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
4. Parameter-Efficient Fine-Tuning of State Space Models
   2024/10/11 by Kevin Galim, Galim, Kevin, Won Jun Kang +7 · 3 citations
   Computer Science · Engineering · #Computation and Language (cs.CL) #Control Systems and Identification #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Neural Networks and Applications
5. TabFlex: Scaling Tabular Learning to Millions with Linear Attention
   2025/06/05 by Zeng, Yuchen, Tuan Dinh, Won Jun Kang +4 · 5 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Topic Modeling
6. We-Math 2.0: A Versatile MathBook System for Incentivizing Visual Mathematical Reasoning
   2025/08/14 by Qiao, Runqi, Tan, Qiuna, Yang, Peiqing +11 · 10 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Improving Fairness via Federated Learning
   2021/10/29 by Zeng, Yuchen, Chen, Hongxu, Lee, Kangwook · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. DARWIN 1.5: Large Language Models as Materials Science Adapted Learners
   2024/12/16 by Tong Xie, Xie, Tong, Yuwei Wan +16 · 3 citations
   Materials Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science
9. Equal Improvability: A New Fairness Notion Considering the Long-term Impact
   2022/10/13 by Guldogan, Ozgur, Zeng, Yuchen, Sohn, Jy-yong +2 · 1 citation
   #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. Perfectly to a Tee: Understanding User Perceptions of Personalized LLM-Enhanced Narrative Interventions
    2024/09/25 by Ananya Bhattacharjee, Sarah Xu, Bhattacharjee, Ananya +19 · 1 citation
    Social Sciences · #Artificial Intelligence in Law #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
11. Can MLLMs Perform Text-to-Image In-Context Learning?
    2024/02/02 by Yuchen Zeng, Won Jun Kang, Zeng, Yuchen +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
12. ParallelBench: Understanding the Trade-offs of Parallel Decoding in Diffusion LLMs
    2025/10/06 by Won Jun Kang, Kevin Galim, Kang, Wonjun +18 · 5 citations
    Materials Science · #Copper Interconnects and Reliability #FOS: Computer and information sciences #Machine Learning (cs.LG)
13. State-offset Tuning: State-based Parameter-Efficient Fine-Tuning for State Space Models
    2025/03/05 by Won Jun Kang, Kevin Galim, Kang, Wonjun +9 · 1 citation
    Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Formal Methods in Verification #Machine Learning (cs.LG) #Model Reduction and Neural Networks