Liu, Xingchao

28 publications

CVPR 2025 Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation Chengyue Wu, Xiaokang Chen, Zhiyu Wu, Yiyang Ma, Xingchao Liu, Zizheng Pan, Wen Liu, Zhenda Xie, Xingkai Yu, Chong Ruan, Ping Luo

CVPR 2025 JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation Yiyang Ma, Xingchao Liu, Xiaokang Chen, Wen Liu, Chengyue Wu, Zhiyu Wu, Zizheng Pan, Zhenda Xie, Haowei Zhang, Xingkai Yu, Liang Zhao, Yisong Wang, Jiaying Liu, Chong Ruan

NeurIPS 2024 AdaFlow: Imitation Learning with Variance-Adaptive Flow-Based Policies Xixi Hu, Bo Liu, Xingchao Liu, Qiang Liu

ICLR 2024 InstaFlow: One Step Is Enough for High-Quality Diffusion-Based Text-to-Image Generation Xingchao Liu, Xiwen Zhang, Jianzhu Ma, Jian Peng, Qiang Liu

AAAI 2024 Layer Compression of Deep Networks with Straight Flows Chengyue Gong, Xiaocong Du, Bhargav Bhushanam, Lemeng Wu, Xingchao Liu, Dhruv Choudhary, Arun Kejariwal, Qiang Liu

NeurIPS 2024 PeRFlow: Piecewise Rectified Flow as Universal Plug-and-Play Accelerator Hanshu Yan, Xingchao Liu, Jiachun Pan, Jun Hao Liew, Qiang Liu, Jiashi Feng

ECCV 2024 SlimFlow: Training Smaller One-Step Diffusion Models with Rectified Flow Yuanzhi Zhu, Xingchao Liu, Qiang Liu

NeurIPS 2023 DISCS: A Benchmark for Discrete Sampling Katayoon Goshvadi, Haoran Sun, Xingchao Liu, Azade Nova, Ruqi Zhang, Will Grathwohl, Dale Schuurmans, Hanjun Dai

ICMLW 2023 DISCS: A Benchmark for Discrete Sampling Katayoon Goshvadi, Haoran Sun, Xingchao Liu, Azade Nova, Ruqi Zhang, Will Sussman Grathwohl, Dale Schuurmans, Hanjun Dai

CVPR 2023 Fast Point Cloud Generation with Straight Flows Lemeng Wu, Dilin Wang, Chengyue Gong, Xingchao Liu, Yunyang Xiong, Rakesh Ranjan, Raghuraman Krishnamoorthi, Vikas Chandra, Qiang Liu

ICLR 2023 Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow Xingchao Liu, Chengyue Gong, Qiang Liu

CVPR 2023 FlowGrad: Controlling the Output of Generative ODEs with Gradients Xingchao Liu, Lemeng Wu, Shujian Zhang, Chengyue Gong, Wei Ping, Qiang Liu

ICLR 2023 Learning Diffusion Bridges on Constrained Domains Xingchao Liu, Lemeng Wu, Mao Ye, Qiang Liu

NeurIPSW 2023 Microenvironment Flows as Protein Engineers Chengyue Gong, Lemeng Wu, Daniel Diaz, Xingchao Liu, James Loy, Adam Klivans, Qiang Liu

NeurIPSW 2023 RF-POLICY: Rectified Flows Are Computation-Adaptive Decision Makers Xixi Hu, Bo Liu, Xingchao Liu, Qiang Liu

ICML 2022 A Langevin-like Sampler for Discrete Distributions Ruqi Zhang, Xingchao Liu, Qiang Liu

NeurIPS 2022 Diffusion-Based Molecule Generation with Informative Prior Bridges Lemeng Wu, Chengyue Gong, Xingchao Liu, Mao Ye, Qiang Liu

NeurIPSW 2022 Diffusion-Based Molecule Generation with Informative Prior Bridges Chengyue Gong, Lemeng Wu, Xingchao Liu, Mao Ye, Qiang Liu

NeurIPSW 2022 Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow Xingchao Liu, Chengyue Gong, Qiang Liu

NeurIPSW 2022 Let Us Build Bridges: Understanding and Extending Diffusion Generative Models Xingchao Liu, Lemeng Wu, Mao Ye, Qiang Liu

NeurIPSW 2022 Neural Volumetric Mesh Generator Yan Zheng, Lemeng Wu, Xingchao Liu, Zhen Chen, Qiang Liu, Qixing Huang

NeurIPS 2021 Automatic and Harmless Regularization with Constrained and Lexicographic Optimization: A Dynamic Barrier Approach Chengyue Gong, Xingchao Liu, Qiang Liu

NeurIPS 2021 Conflict-Averse Gradient Descent for Multi-Task Learning Bo Liu, Xingchao Liu, Xiaojie Jin, Peter Stone, Qiang Liu

AAAI 2021 Post-Training Quantization with Multiple Points: Mixed Precision Without Mixed Precision Xingchao Liu, Mao Ye, Dengyong Zhou, Qiang Liu

NeurIPS 2021 Profiling Pareto Front with Multi-Objective Stein Variational Gradient Descent Xingchao Liu, Xin Tong, Qiang Liu

NeurIPS 2021 Sampling with Trusthworthy Constraints: A Variational Gradient Framework Xingchao Liu, Xin Tong, Qiang Liu

NeurIPS 2020 Certified Monotonic Neural Networks Xingchao Liu, Xing Han, Na Zhang, Qiang Liu

WACV 2019 Starts Better and Ends Better: A Target Adaptive Image Signature Tracker Xingchao Liu, Ce Li, Hongren Wang, Xiantong Zhen, Baochang Zhang, Qixiang Ye