| 2026 | ACL | PDR: A Plug-and-Play Positional Decay Framework for LLM Pre-training Data Detection. | Jinhan Liu, Yibo Yang, Ruiying Lu, Piotr Piekos, Yimeng Chen, Peng Wang, Dandan Guo |
| 2026 | ACL | Safeguarding LLM Fine-tuning via Push-Pull Distributional Alignment. | Haozhong Wang, Zhuo Li, Yibo Yang, He Zhao, Hongyuan Zha, Dandan Guo |
| 2026 | ACL | Detecting AI-Generated Content on Social Media with Multi-modal Language Models. | Chenyang Yang, Shen Yan, Yibo Yang, Litao Hu, Yuchen Liu, Yuan Zeng, Hanchao Yu, Yinan Zhu, Sumedha Singla, Brian Vanover, Huijun Qian, Zihao Wang, Fujun Liu, Aashu Singh, Jianyu Wang, Xuewen Zhang |
| 2026 | CHI | A-MIrror: Augmented Reality Mirror System for Enhanced Visual Illusion in Post-Stroke Upper-Limb Rehabilitation. | Leheng Chen, Yibo Yang, Yongxin Luo, Ruolan Hu, Nianchong Qu, Zhihong Pan, Yiyi Li, Zewu Jiang, Dong Chen, Jiayue OuYang, Bin Pang, Shangyuan Gao, Li Ding, Qi Wang |
| 2025 | ACL | Inference Compute-Optimal Video Vision Language Models. | Peiqi Wang, Shengyun Peng, Xuewen Zhang, Hanchao Yu, Yibo Yang, Lifu Huang, Fujun Liu, Qifan Wang |
| 2025 | CVPR | Enhancing Online Continual Learning with Plug-and-Play State Space Model and Class-Conditional Mixture of Discretization. | Sihao Liu, Yibo Yang, Xiaojie Li, David A. Clifton, Bernard Ghanem |
| 2025 | ICCV | Instruction-Oriented Preference Alignment for Enhancing Multi-Modal Comprehension Capability of MLLMs. | Zitian Wang, Yue Liao, Kang Rong, Fengyun Rao, Yibo Yang, Si Liu |
| 2025 | ICLR | AstroCompress: A benchmark dataset for multi-purpose compression of astronomical data. | Tuan Truong, Rithwik Sudharsan, Yibo Yang, Peter Xiangyuan Ma, Ruihan Yang, Stephan Mandt, Joshua S. Bloom |
| 2025 | ICLR | RMP-SAM: Towards Real-Time Multi-Purpose Segment Anything. | Shilin Xu, Haobo Yuan, Qingyu Shi, Lu Qi, Jingbo Wang, Yibo Yang, Yining Li, Kai Chen, Yunhai Tong, Bernard Ghanem, Xiangtai Li, Ming-Hsuan Yang |
| 2025 | ICLR | Progressive Compression with Universally Quantized Diffusion Models. | Yibo Yang, Justus C. Will, Stephan Mandt |
| 2025 | SMC | CLMN: Concept based Language Models via Neural Symbolic Reasoning. | Yibo Yang |
| 2024 | ECCV | GenView: Enhancing View Quality with Pretrained Generative Model for Self-Supervised Learning. | Xiaojie Li, Yibo Yang, Xiangtai Li, Jianlong Wu, Yue Yu, Bernard Ghanem, Min Zhang |
| 2024 | ICML | Towards Interpretable Deep Local Learning with Successive Gradient Reconciliation. | Yibo Yang, Xiaojie Li, Motasem Alfarra, Hasan Abed Al Kader Hammoud, Adel Bibi, Philip Torr, Bernard Ghanem |
| 2023 | AAAI | DeMT: Deformable Mixer Transformer for Multi-Task Learning of Dense Prediction. | Yangyang Xu, Yibo Yang, Lefei Zhang |
| 2023 | CVPR | Understanding Imbalanced Semantic Segmentation Through Neural Collapse. | Zhisheng Zhong, Jiequan Cui, Yibo Yang, Xiaoyang Wu, Xiaojuan Qi, Xiangyu Zhang, Jiaya Jia |
| 2023 | ICCV | Multi-Task Learning with Knowledge Distillation for Dense Prediction. | Yangyang Xu, Yibo Yang, Lefei Zhang |
| 2023 | ICCV | Computationally-Efficient Neural Image Compression with Shallow Decoders. | Yibo Yang, Stephan Mandt |
| 2023 | ICLR | Neural ePDOs: Spatially Adaptive Equivariant Partial Differential Operator Based Networks. | Lingshen He, Yuxuan Chen, Zhengyang Shen, Yibo Yang, Zhouchen Lin |
| 2023 | ICLR | Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning. | Yibo Yang, Haobo Yuan, Xiangtai Li, Zhouchen Lin, Philip H. S. Torr, Dacheng Tao |
| 2023 | MICCAI | Self-training Based Semi-Supervised Learning and U-Net with Denoiser for Teeth Segmentation in X-Ray Image. | Zhouhao Lin, Yibo Yang, Anrui Huang, Zeyang Shou, Qizhong Zhang |
| 2022 | CVPR | ART-Point: Improving Rotation Robustness of Point Cloud Classifiers via Adversarial Rotation. | Ruibin Wang, Yibo Yang, Dacheng Tao |
| 2022 | ECCV | Eliminating Gradient Conflict in Reference-based Line-Art Colorization. | Zekun Li, Zhengyang Geng, Zhao Kang, Wenyu Chen, Yibo Yang |
| 2022 | ECCV | Panoptic-PartFormer: Learning a Unified Model for Panoptic Part Segmentation. | Xiangtai Li, Shilin Xu, Yibo Yang, Guangliang Cheng, Yunhai Tong, Dacheng Tao |
| 2022 | ECCV | View Vertically: A Hierarchical Network for Trajectory Prediction via Fourier Spectrums. | Conghao Wong, Beihao Xia, Ziming Hong, Qinmu Peng, Wei Yuan, Qiong Cao, Yibo Yang, Xinge You |
| 2022 | ECCV | PolyphonicFormer: Unified Query Learning for Depth-Aware Video Panoptic Segmentation. | Haobo Yuan, Xiangtai Li, Yibo Yang, Guangliang Cheng, Jing Zhang, Yunhai Tong, Lefei Zhang, Dacheng Tao |
| 2022 | ICIP | Query Learning of Both Thing and Stuff for Panoptic Segmentation. | Shilin Xu, Xiangtai Li, Yibo Yang, Hongyang Li, Guangliang Cheng, Yunhai Tong |
| 2022 | ICLR | Towards Empirical Sandwich Bounds on the Rate-Distortion Function. | Yibo Yang, Stephan Mandt |
| 2021 | CVPR | Towards Improving the Consistency, Efficiency, and Flexibility of Differentiable Neural Architecture Search. | Yibo Yang, Shan You, Hongyang Li, Fei Wang, Chen Qian, Zhouchen Lin |
| 2021 | ICLR | Hierarchical Autoregressive Modeling for Neural Video Compression. | Ruihan Yang, Yibo Yang, Joseph Marino, Stephan Mandt |
| 2020 | AAAI | SOGNet: Scene Overlap Graph Network for Panoptic Segmentation. | Yibo Yang, Hongyang Li, Xia Li, Qijie Zhao, Jianlong Wu, Zhouchen Lin |
| 2020 | AAAI | Dynamical System Inspired Adaptive Time Stepping Controller for Residual Network Families. | Yibo Yang, Jianlong Wu, Hongyang Li, Xia Li, Tiancheng Shen, Zhouchen Lin |
| 2020 | CVPR | Spatial Pyramid Based Graph Reasoning for Semantic Segmentation. | Xia Li, Yibo Yang, Qijie Zhao, Tiancheng Shen, Zhouchen Lin, Hong Liu |
| 2020 | ICML | Variational Bayesian Quantization. | Yibo Yang, Robert Bamler, Stephan Mandt |
| 2020 | IJCAI | Lifted Hybrid Variational Inference. | Yuqiao Chen, Yibo Yang, Sriraam Natarajan, Nicholas Ruozzi |
| 2019 | ICCV | Expectation-Maximization Attention Networks for Semantic Segmentation. | Xia Li, Zhisheng Zhong, Jianlong Wu, Yibo Yang, Zhouchen Lin, Hong Liu |
| 2019 | INFOCOM | CFHider: Control Flow Obfuscation with Intel SGX. | Yongzhi Wang, Yulong Shen, Cuicui Su, Ke Cheng, Yibo Yang, Anter Faree, Yao Liu |
| 2019 | NSDI | End-to-end I/O Monitoring on a Leading Supercomputer. | Bin Yang, Xu Ji, Xiaosong Ma, Xiyang Wang, Tianyu Zhang, Xiupeng Zhu, Nosayba El-Sayed, Haidong Lan, Yibo Yang, Jidong Zhai, Weiguo Liu, Wei Xue |
| 2019 | UAI | One-Shot Inference in Markov Random Fields. | Hao Xiong, Yuanzhen Guo, Yibo Yang, Nicholas Ruozzi |
| 2018 | ACML | Optimization Algorithm Inspired Deep Neural Network Structure Design. | Huan Li, Yibo Yang, Dongmin Chen, Zhouchen Lin |
| 2018 | CVPR | Convolutional Neural Networks With Alternately Updated Clique. | Yibo Yang, Zhisheng Zhong, Tiancheng Shen, Zhouchen Lin |
| 2018 | ICSE | Obfuscating program control flow with Intel SGX. | Yongzhi Wang, Yulong Shen, Ke Cheng, Yibo Yang, Cuicui Su, Anter Faree |