Guo, Yike

31 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

NeurIPS 2025 Generative RLHF-V: Learning Principles from Multi-Modal Human Preference Jiayi Zhou, Jiaming Ji, Boyuan Chen, Jiapeng Sun, Wenqi Chen, Donghai Hong, Sirui Han, Yike Guo, Yaodong Yang

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

NeurIPS 2025 InterMT: Multi-Turn Interleaved Preference Alignment with Human Feedback Boyuan Chen, Donghai Hong, Jiaming Ji, Jiacheng Zheng, Bowen Dong, Jiayi Zhou, Kaile Wang, Josef Dai, Xuyao Wang, Wenqi Chen, Qirui Zheng, Wenxin Li, Sirui Han, Yike Guo, Yaodong Yang

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

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 Safe RLHF-V: Safe Reinforcement Learning from Multi-Modal Human Feedback Jiaming Ji, Xinyu Chen, Rui Pan, Han Zhu, Jiahao Li, Donghai Hong, Boyuan Chen, Jiayi Zhou, Kaile Wang, Juntao Dai, Chi-Min Chan, Sirui Han, Yike Guo, Yaodong Yang

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

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

NeurIPS 2024 Era3D: High-Resolution Multiview Diffusion Using Efficient Row-Wise Attention Peng Li, Yuan Liu, Xiaoxiao Long, Feihu Zhang, Cheng Lin, Mengfei Li, Xingqun Qi, Shanghang Zhang, Wenhan Luo, Ping Tan, Wenping Wang, Qifeng Liu, Yike Guo

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

ICLR 2024 MERT: Acoustic Music Understanding Model with Large-Scale Self-Supervised Training Yizhi Li, Ruibin Yuan, Ge Zhang, Yinghao Ma, Xingran Chen, Hanzhi Yin, Chenghao Xiao, Chenghua Lin, Anton Ragni, Emmanouil Benetos, Norbert Gyenge, Roger Dannenberg, Ruibo Liu, Wenhu Chen, Gus Xia, Yemin Shi, Wenhao Huang, Zili Wang, Yike Guo, Jie Fu

NeurIPS 2024 Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training Wenyu Du, Tongxu Luo, Zihan Qiu, Zeyu Huang, Yikang Shen, Reynold Cheng, Yike Guo, Jie Fu

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

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

NeurIPSW 2022 Medical Scientific Table-to-Text Generation with Synthetic Data Under Data Sparsity Constraint Heng-Yi Wu, Jingqing Zhang, Julia Ive, Tong Li, Vibhor Gupta, Bingyuan Chen, Yike Guo

ICLRW 2020 Urban Air Pollution Forecasts Generated from Latent Space Representation Cesar Quilodran Casas, Rossella Arcucci, Yike Guo

ICCV 2017 Semantic Image Synthesis via Adversarial Learning Hao Dong, Simiao Yu, Chao Wu, Yike Guo