Hui Yuan

8 papers at tracked venues · 8 at CORE A* · active 2024–2025

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Venues

ICML ×3 NeurIPS ×2 AAAI ×1 ICLR ×1 SIGKDD ×1

Frequent coauthors

Mengdi Wang

×8

Huazheng Wang

×3

Yingqing Guo

×3

Yue Wu

×2

Yukang Yang

×2

Jiahao Qiu

×2

Yifan Zeng

×1

Liu Leqi

×1

Quan Xiao

×1

A F M Saif

×1

Gaowen Liu

×1

Ramana Rao Kompella

×1

Papers

A Common Pitfall of Margin-based Language Model Alignment: Gradient Entanglement
ICLR 2025 · Hui Yuan,
Yifan Zeng
,
Yue Wu
,
Huazheng Wang
,
Mengdi Wang
,
Liu Leqi
A First-order Generative Bilevel Optimization Framework for Diffusion Models
ICML 2025 ·
Quan Xiao
, Hui Yuan,
A F M Saif
,
Gaowen Liu
,
Ramana Rao Kompella
,
Mengdi Wang
,
Tianyi Chen
MATH-Perturb: Benchmarking LLMs' Math Reasoning Abilities against Hard Perturbations
ICML 2025 ·
Kaixuan Huang
,
Jiacheng Guo
,
Zihao Li
,
Xiang Ji
,
Jiawei Ge
,
Wenzhe Li
,
Yingqing Guo
,
Tianle Cai
, Hui Yuan,
Runzhe Wang
,
Yue Wu
,
Ming Yin
,
Shange Tang
,
Yangsibo Huang
,
Chi Jin
,
Xinyun Chen
,
Chiyuan Zhang
,
Mengdi Wang
Training-Free Guidance Beyond Differentiability: Scalable Path Steering with Tree Search in Diffusion and Flow Models
NeurIPS 2025 ·
Yingqing Guo
,
Yukang Yang
, Hui Yuan,
Mengdi Wang
Conversational Dueling Bandits in Generalized Linear Models
SIGKDD 2024 ·
Shuhua Yang
, Hui Yuan,
Xiaoying Zhang
,
Mengdi Wang
,
Hong Zhang
,
Huazheng Wang
Gradient Guidance for Diffusion Models: An Optimization Perspective
NeurIPS 2024 ·
Yingqing Guo
, Hui Yuan,
Yukang Yang
,
Minshuo Chen
,
Mengdi Wang
MaxMin-RLHF: Alignment with Diverse Human Preferences
ICML 2024 ·
Souradip Chakraborty
,
Jiahao Qiu
, Hui Yuan,
Alec Koppel
,
Dinesh Manocha
,
Furong Huang
,
Amrit S. Bedi
,
Mengdi Wang
Tree Search-Based Evolutionary Bandits for Protein Sequence Optimization
AAAI 2024 ·
Jiahao Qiu
, Hui Yuan,
Jinghong Zhang
,
Wentao Chen
,
Huazheng Wang
,
Mengdi Wang