Wei Xue

Assistant Professor, Hong Kong University of Science and Technology

3 papers at NeurIPS 2025

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Poster Session 4

2 papers

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

ThinkSound: Chain-of-Thought Reasoning in Multimodal LLMs for Audio Generation and Editing

#2012 · Huadai Liu, Kaicheng Luo, Jialei Wang, Wen Wang, Qian Chen, Zhou Zhao, Wei Xue

we introduce ThinkSound, a framework that utilizes Chain-of-Thought reasoning to systematically break down audio generation for videos into a step-by-step interactive process.

Foundation Cures Personalization: Improving Personalized Models’ Prompt Consistency via Hidden Foundation Knowledge

#4313 · Yiyang Cai, Zhengkai Jiang, Yulong Liu, Chunyang Jiang, Wei Xue, Yike Guo, Wenhan Luo

Facial personalization models fail to control facial attributes accurately. FreeCure proposed in this paper fixes this problem with a training-free framework without harming these models' impressive ability in maintaining identity information.

Poster Session 6

1 paper

Friday, December 5, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix

#1800 · Ziyang Ma, Yinghao Ma, Yanqiao Zhu, Chen Yang, Yi-Wen Chao, Ruiyang Xu, Wenxi Chen, Yuanzhe Chen, Zhuo Chen, Jian Cong, Kai Li, Keliang Li, Siyou Li, Xinfeng Li, Xiquan Li, Zheng Lian, Yuzhe Liang, Minghao Liu, Zhikang Niu, tianrui wang, Yuping Wang, Yuxuan Wang, Yihao Wu, Guanrou Yang, Jianwei Yu, Ruibin Yuan, Zhisheng Zheng, Ziya Zhou, Haina Zhu, Wei Xue, Emmanouil Benetos, Kai Yu, EngSiong Chng, Xie Chen

We introduce MMAR, a new benchmark designed to evaluate the deep reasoning capabilities of Audio-Language Models (ALMs) across massive multi-disciplinary tasks.