Xue, Wei

36 publications

ICCV 2025 AIRA: Activation-Informed Low-Rank Adaptation for Large Models Lujun Li, Dezhi Li, Cheng Lin, Wei Li, Wei Xue, Sirui Han, Yike Guo

ICLR 2025 Both Ears Wide Open: Towards Language-Driven Spatial Audio Generation Peiwen Sun, Sitong Cheng, Xiangtai Li, Zhen Ye, Huadai Liu, Honggang Zhang, Wei Xue, Yike Guo

ICLR 2025 Co$^{\mathbf{3}}$Gesture: Towards Coherent Concurrent Co-Speech 3D Gesture Generation with Interactive Diffusion Xingqun Qi, Yatian Wang, Hengyuan Zhang, Jiahao Pan, Wei Xue, Shanghang Zhang, Wenhan Luo, Qifeng Liu, Yike Guo

AAAI 2025 Codec Does Matter: Exploring the Semantic Shortcoming of Codec for Audio Language Model Zhen Ye, Peiwen Sun, Jiahe Lei, Hongzhan Lin, Xu Tan, Zheqi Dai, Qiuqiang Kong, Jianyi Chen, Jiahao Pan, Qifeng Liu, Yike Guo, Wei Xue

ICML 2025 Delta Decompression for MoE-Based LLMs Compression Hao Gu, Wei Li, Lujun Li, Zhu Qiyuan, Mark G. Lee, Shengjie Sun, Wei Xue, Yike Guo

ICCV 2025 Efficient Fine-Tuning of Large Models via Nested Low-Rank Adaptation Lujun Li, Cheng Lin, Dezhi Li, You-Liang Huang, Wei Li, Tianyu Wu, Jie Zou, Wei Xue, Sirui Han, Yike Guo

ICML 2025 Empowering World Models with Reflection for Embodied Video Prediction Xiaowei Chi, Chun-Kai Fan, Hengyuan Zhang, Xingqun Qi, Rongyu Zhang, Anthony Chen, Chi-Min Chan, Wei Xue, Qifeng Liu, Shanghang Zhang, Yike Guo

NeurIPS 2025 Foundation Cures Personalization: Improving Personalized Models’ Prompt Consistency via Hidden Foundation Knowledge Yiyang Cai, Zhengkai Jiang, Yulong Liu, Chunyang Jiang, Wei Xue, Yike Guo, Wenhan Luo

AAAI 2025 Importance Weighting Can Help Large Language Models Self-Improve Chunyang Jiang, Chi-Min Chan, Wei Xue, Qifeng Liu, Yike Guo

NeurIPS 2025 LoRA-EnVar: Parameter-Efficient Hybrid Ensemble Variational Assimilation for Weather Forecasting Yi Xiao, Hang Fan, Kun Chen, Ye Cao, Ben Fei, Wei Xue, Lei Bai

NeurIPS 2025 MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix 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

ICML 2025 MoE-SVD: Structured Mixture-of-Experts LLMs Compression via Singular Value Decomposition Wei Li, Lujun Li, Hao Gu, You-Liang Huang, Mark G. Lee, Shengjie Sun, Wei Xue, Yike Guo

ICLR 2025 MuPT: A Generative Symbolic Music Pretrained Transformer Xingwei Qu, Yuelin Bai, Yinghao Ma, Ziya Zhou, Ka Man Lo, Jiaheng Liu, Ruibin Yuan, Lejun Min, Xueling Liu, Tianyu Zhang, Xeron Du, Shuyue Guo, Yiming Liang, Yizhi Li, Shangda Wu, Junting Zhou, Tianyu Zheng, Ziyang Ma, Fengze Han, Wei Xue, Gus Xia, Emmanouil Benetos, Xiang Yue, Chenghua Lin, Xu Tan, Wenhao Huang, Jie Fu, Ge Zhang

ICML 2025 OmniAudio: Generating Spatial Audio from 360-Degree Video Huadai Liu, Tianyi Luo, Kaicheng Luo, Qikai Jiang, Peiwen Sun, Jialei Wang, Rongjie Huang, Qian Chen, Wen Wang, Xiangtai Li, Shiliang Zhang, Zhijie Yan, Zhou Zhao, Wei Xue

CVPR 2025 PSHuman: Photorealistic Single-Image 3D Human Reconstruction Using Cross-Scale Multiview Diffusion and Explicit Remeshing Peng Li, Wangguandong Zheng, Yuan Liu, Tao Yu, Yangguang Li, Xingqun Qi, Xiaowei Chi, Siyu Xia, Yan-Pei Cao, Wei Xue, Wenhan Luo, Yike Guo

ICLR 2025 STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs Peijie Dong, Lujun Li, Yuedong Zhong, DaYou Du, Ruibo Fan, Yuhan Chen, Zhenheng Tang, Qiang Wang, Wei Xue, Yike Guo, Xiaowen Chu

NeurIPS 2025 ThinkSound: Chain-of-Thought Reasoning in Multimodal LLMs for Audio Generation and Editing Huadai Liu, Kaicheng Luo, Jialei Wang, Wen Wang, Qian Chen, Zhou Zhao, Wei Xue

ICLR 2025 VAE-Var: Variational Autoencoder-Enhanced Variational Methods for Data Assimilation in Meteorology Yi Xiao, Qilong Jia, Kun Chen, Lei Bai, Wei Xue

CVPR 2025 VidMuse: A Simple Video-to-Music Generation Framework with Long-Short-Term Modeling Zeyue Tian, Zhaoyang Liu, Ruibin Yuan, Jiahao Pan, Qifeng Liu, Xu Tan, Qifeng Chen, Wei Xue, Yike Guo

ECCV 2024 AttnZero: Efficient Attention Discovery for Vision Transformers Lujun Li, Zimian Wei, Peijie Dong, Wenhan Luo, Wei Xue, Qifeng Liu, Yike Guo

ECCV 2024 Auto-GAS: Automated Proxy Discovery for Training-Free Generative Architecture Search Lujun Li, Haosen Sun, Shiwen Li, Peijie Dong, Wenhan Luo, Wei Xue, Qifeng Liu, Yike Guo

ICLR 2024 ChatEval: Towards Better LLM-Based Evaluators Through Multi-Agent Debate Chi-Min Chan, Weize Chen, Yusheng Su, Jianxuan Yu, Wei Xue, Shanghang Zhang, Jie Fu, Zhiyuan Liu

ICML 2024 DetKDS: Knowledge Distillation Search for Object Detectors Lujun Li, Yufan Bao, Peijie Dong, Chuanguang Yang, Anggeng Li, Wenhan Luo, Qifeng Liu, Wei Xue, Yike Guo

UAI 2024 Dirichlet Continual Learning: Tackling Catastrophic Forgetting in NLP Min Zeng, Haiqin Yang, Wei Xue, Qifeng Liu, Yike Guo

NeurIPS 2024 Discovering Sparsity Allocation for Layer-Wise Pruning of Large Language Models Lujun Li, Peijie Dong, Zhenheng Tang, Xiang Liu, Qiang Wang, Wenhan Luo, Wei Xue, Qifeng Liu, Xiaowen Chu, Yike Guo

AAAI 2024 FM-OV3D: Foundation Model-Based Cross-Modal Knowledge Blending for Open-Vocabulary 3D Detection Dongmei Zhang, Chang Li, Renrui Zhang, Shenghao Xie, Wei Xue, Xiaodong Xie, Shanghang Zhang

IJCAI 2024 FastSAG: Towards Fast Non-Autoregressive Singing Accompaniment Generation Jianyi Chen, Wei Xue, Xu Tan, Zhen Ye, Qifeng Liu, Yike Guo

NeurIPS 2024 Information Re-Organization Improves Reasoning in Large Language Models Xiaoxia Cheng, Zeqi Tan, Wei Xue, Weiming Lu

ICML 2024 Towards a Self-Contained Data-Driven Global Weather Forecasting Framework Yi Xiao, Lei Bai, Wei Xue, Hao Chen, Kun Chen, Kang Chen, Tao Han, Wanli Ouyang

ICLR 2024 ViDA: Homeostatic Visual Domain Adapter for Continual Test Time Adaptation Jiaming Liu, Senqiao Yang, Peidong Jia, Renrui Zhang, Ming Lu, Yandong Guo, Wei Xue, Shanghang Zhang

CVPR 2024 Weakly-Supervised Emotion Transition Learning for Diverse 3D Co-Speech Gesture Generation Xingqun Qi, Jiahao Pan, Peng Li, Ruibin Yuan, Xiaowei Chi, Mengfei Li, Wenhan Luo, Wei Xue, Shanghang Zhang, Qifeng Liu, Yike Guo

NeurIPS 2023 MARBLE: Music Audio Representation Benchmark for Universal Evaluation Ruibin Yuan, Yinghao Ma, Yizhi Li, Ge Zhang, Xingran Chen, Hanzhi Yin, Zhuo Le, Yiqi Liu, Jiawen Huang, Zeyue Tian, Binyue Deng, Ningzhi Wang, Chenghua Lin, Emmanouil Benetos, Anton Ragni, Norbert Gyenge, Roger Dannenberg, Wenhu Chen, Gus Xia, Wei Xue, Si Liu, Shi Wang, Ruibo Liu, Yike Guo, Jie Fu

AAAI 2023 MoMusic: A Motion-Driven Human-AI Collaborative Music Composition and Performing System Weizhen Bian, Yijin Song, Nianzhen Gu, Tin Yan Chan, Tsz To Lo, Tsun Sun Li, King Chak Wong, Wei Xue, Roberto Alonso Trillo

IJCAI 2023 NAS-FM: Neural Architecture Search for Tunable and Interpretable Sound Synthesis Based on Frequency Modulation Zhen Ye, Wei Xue, Xu Tan, Qifeng Liu, Yike Guo

IJCAI 2013 Probabilistic Multi-Label Classification with Sparse Feature Learning Yuhong Guo, Wei Xue

ECCV 2006 Voice Activity Detection Using Wavelet-Based Multiresolution Spectrum and Support Vector Machines and Audio Mixing Algorithm Wei Xue, Sidan Du, Chengzhi Fang, Yingxian Ye