Yuchen Zeng

32 papers A* 7A 1B 3Journal 19Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Demonstrations, CoT, and Prompting: A Theoretical Analysis of ICL.
CoRR
Xuhan Tong, Yuchen Zeng, Jiawei Zhang
2025 J jnl
Clinician-Directed Large Language Model Software Generation for Therapeutic Interventions in Physical Rehabilitation.
CoRR
Edward Kim, Yuri Cho, Jose Eduardo E. Lima, Julie Muccini, Jenelle A. Jindal, Alison Scheid, Erik Nelson, Seong Hyun Park, Yuchen Zeng, Alton Sturgis, Caesar Li, Jackie Dai, Sun Min Kim, Yash Prakash, Liwen Sun, Isabella Hu, Hongxuan Wu, Daniel He, Wiktor Rajca, Cathra Halabi, Maarten Lansberg, Bjoern Hartmann, Sanjit A. Seshia
2025 J jnl
ParallelBench: Understanding the Trade-offs of Parallel Decoding in Diffusion LLMs.
CoRR
Wonjun Kang, Kevin Galim, Seunghyuk Oh, Minjae Lee, Yuchen Zeng, Shuibai Zhang, Coleman Hooper, Yuezhou Hu, Hyung Il Koo, Nam Ik Cho, Kangwook Lee
2025 A* conf
Parameter-Efficient Fine-Tuning of State Space Models.
ICML
Kevin Galim, Wonjun Kang, Yuchen Zeng, Hyung Il Koo, Kangwook Lee
2025 A conf
Perfectly to a Tee: Understanding User Perceptions of Personalized LLM-Enhanced Narrative Interventions.
Conference on Designing Interactive Systems
Ananya Bhattacharjee, Sarah Yi Xu, Pranav Rao, Yuchen Zeng, Jonah Meyerhoff, Syed Ishtiaque Ahmed, David C. Mohr, Michael Liut, Alex Mariakakis, Rachel Kornfield, Joseph Jay Williams
2025 J jnl
ReJump: A Tree-Jump Representation for Analyzing and Improving LLM Reasoning.
CoRR
Yuchen Zeng, Shuibai Zhang, Wonjun Kang, Shutong Wu, Lynnix Zou, Ying Fan, Heeju Kim, Ziqian Lin, Jungtaek Kim, Hyung Il Koo, Dimitris Papailiopoulos, Kangwook Lee
2025 — conf
State-offset Tuning: State-based Parameter-Efficient Fine-Tuning for State Space Models.
ACL (2)
Wonjun Kang, Kevin Galim, Yuchen Zeng, Minjae Lee, Hyung Il Koo, Nam Ik Cho
2025 J jnl
State-offset Tuning: State-based Parameter-Efficient Fine-Tuning for State Space Models.
CoRR
Wonjun Kang, Kevin Galim, Yuchen Zeng, Minjae Lee, Hyung Il Koo, Nam Ik Cho
2025 A* conf
TabFlex: Scaling Tabular Learning to Millions with Linear Attention.
ICML
Yuchen Zeng, Tuan Dinh, Wonjun Kang, Andreas C. Mueller
2025 J jnl
TabFlex: Scaling Tabular Learning to Millions with Linear Attention.
CoRR
Yuchen Zeng, Tuan Dinh, Wonjun Kang, Andreas C. Mueller
2025 J jnl
We-Math 2.0: A Versatile MathBook System for Incentivizing Visual Mathematical Reasoning.
CoRR
Runqi Qiao, Qiuna Tan, Peiqing Yang, Yanzi Wang, Xiaowan Wang, Enhui Wan, Sitong Zhou, Guanting Dong, Yuchen Zeng, Yida Xu, Jie Wang, Chong Sun, Chen Li, Honggang Zhang
2024 J jnl
"It Explains What I am Currently Going Through Perfectly to a Tee": Understanding User Perceptions on LLM-Enhanced Narrative Interventions.
CoRR
Ananya Bhattacharjee, Sarah Yi Xu, Pranav Rao, Yuchen Zeng, Jonah Meyerhoff, Syed Ishtiaque Ahmed, David C. Mohr, Michael Liut, Alex Mariakakis, Rachel Kornfield, Joseph Jay Williams
2024 J jnl
Can MLLMs Perform Text-to-Image In-Context Learning?
CoRR
Yuchen Zeng, Wonjun Kang, Yicong Chen, Hyung Il Koo, Kangwook Lee
2024 — conf
Integrating Digital Calendars with Large Language Models for Stress Management Interventions.
PERSUASIVE (Adjunct)
Pranav Rao, Sarah Yi Xu, Ananya Bhattacharjee, Yuchen Zeng, Alex Mariakakis, Joseph Jay Williams
2024 J jnl
Parameter-Efficient Fine-Tuning of State Space Models.
CoRR
Kevin Galim, Wonjun Kang, Yuchen Zeng, Hyung Il Koo, Kangwook Lee
2024 A* conf
The Expressive Power of Low-Rank Adaptation.
ICLR
Yuchen Zeng, Kangwook Lee
2024 A* conf
Understanding the Role of Large Language Models in Personalizing and Scaffolding Strategies to Combat Academic Procrastination.
CHI
Ananya Bhattacharjee, Yuchen Zeng, Sarah Yi Xu, Dana Kulzhabayeva, Minyi Ma, Rachel Kornfield, Syed Ishtiaque Ahmed, Alex Mariakakis, Mary P. Czerwinski, Anastasia Kuzminykh, Michael Liut, Joseph Jay Williams
2023 A* conf
Equal Improvability: A New Fairness Notion Considering the Long-term Impact.
ICLR
Ozgur Guldogan, Yuchen Zeng, Jy-yong Sohn, Ramtin Pedarsani, Kangwook Lee
2023 B conf
Federated Learning with Local Fairness Constraints.
ISIT
Yuchen Zeng, Hongxu Chen, Kangwook Lee
2023 J jnl
The Expressive Power of Low-Rank Adaptation.
CoRR
Yuchen Zeng, Kangwook Lee
2023 J jnl
Understanding the Role of Large Language Models in Personalizing and Scaffolding Strategies to Combat Academic Procrastination.
CoRR
Ananya Bhattacharjee, Yuchen Zeng, Sarah Yi Xu, Dana Kulzhabayeva, Minyi Ma, Rachel Kornfield, Syed Ishtiaque Ahmed, Alex Mariakakis, Mary P. Czerwinski, Anastasia Kuzminykh, Michael Liut, Joseph Jay Williams
2022 J jnl
Equal Improvability: A New Fairness Notion Considering the Long-term Impact.
CoRR
Ozgur Guldogan, Yuchen Zeng, Jy-yong Sohn, Ramtin Pedarsani, Kangwook Lee
2022 J jnl
LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning Tasks.
CoRR
Tuan Dinh, Yuchen Zeng, Ruisu Zhang, Ziqian Lin, Michael Gira, Shashank Rajput, Jy-yong Sohn, Dimitris S. Papailiopoulos, Kangwook Lee
2022 A* conf
LIFT: Language-Interfaced Fine-Tuning for Non-language Machine Learning Tasks.
NeurIPS
Tuan Dinh, Yuchen Zeng, Ruisu Zhang, Ziqian Lin, Michael Gira, Shashank Rajput, Jy-yong Sohn, Dimitris S. Papailiopoulos, Kangwook Lee
2022 J jnl
Outlier-Robust Group Inference via Gradient Space Clustering.
CoRR
Yuchen Zeng, Kristjan H. Greenewald, Kangwook Lee, Justin Solomon, Mikhail Yurochkin
2021 J jnl
Hybrid Blockchain-Based Resource Trading System for Federated Learning in Edge Computing.
IEEE Internet Things J.
Sizheng Fan, Hongbo Zhang, Yuchen Zeng, Wei Cai
2021 J jnl
Improving Fairness via Federated Learning.
CoRR
Yuchen Zeng, Hongxu Chen, Kangwook Lee
2021 B conf
Topic Transitions in MOOCs: An Analysis Study.
EDM
Fareedah Alsaad, Thomas Reichel, Yuchen Zeng, Abdussalam Alawini
2021 B conf
Unsupervised Domain Alignment Based Open Set Structural Recognition of Macromolecules Captured By Cryo-Electron Tomography.
ICIP
Yuchen Zeng, Gregory Howe, Kai Yi, Xiangrui Zeng, Jing Zhang, Yi-Wei Chang, Min Xu
2019 A* conf
Multiway clustering via tensor block models.
NeurIPS
Miaoyan Wang, Yuchen Zeng
2019 J jnl
Multiway clustering via tensor block models.
CoRR
Yuchen Zeng, Miaoyan Wang
2018 J jnl
Model-Based segmentation of image data using spatially constrained mixture models.
Neurocomputing
Can Hu, Wentao Fan, Ji-Xiang Du, Yuchen Zeng