Tian, Zhuotao

38 publications

ICLR 2026 Dynamic-dLLM: Dynamic Cache-Budget and Adaptive Parallel Decoding for Training-Free Acceleration of Diffusion LLM Tianyi Wu, Xiaoxi Sun, Yanhua Jiao, Yulin Li, Yixin Chen, Yun-Hao Cao, Yi-Qi Hu, Zhuotao Tian

ICLR 2026 Efficient Reasoning with Balanced Thinking Yulin Li, Tengyao Tu, Li Ding, Junjie Wang, Hui-Ling Zhen, Yixin Chen, Yong Li, Zhuotao Tian

ICLR 2026 FlashVID: Efficient Video Large Language Models via Training-Free Tree-Based Spatiotemporal Token Merging Ziyang Fan, Keyu Chen, Ruilong Xing, Yulin Li, Li Jiang, Zhuotao Tian

ICLR 2026 LongHorizonUI: A Unified Framework for Robust Long-Horizon Task Automation of GUI Agent Bin Kang, Shaoguo Wen, Yifei Bi, Shunlong Wu, Xinbin Yuan, Rui Shao, Junle Wang, Zhuotao Tian

ICLR 2026 Multimodal Dataset Distillation via Phased Teacher Models Shengbin Guo, Hang Zhao, Senqiao Yang, Chenyang Jiang, Yuhang Cheng, Xiangru Peng, Rui Shao, Zhuotao Tian

ICLR 2026 Plug-and-Play Fidelity Optimization for Diffusion Transformer Acceleration via Cumulative Error Minimization Tong Shao, Yusen Fu, Guoying Sun, Jingde Kong, Zhuotao Tian, Jingyong Su

ICLR 2026 PointRePar : SpatioTemporal Point Relation Parsing for Robust Category-Unified 3D Tracking Juntao Liu, Zikun Zhou, Zhuotao Tian, Guangming Lu, Jun Yu, Wenjie Pei

ICLR 2026 Uni-DPO: A Unified Paradigm for Dynamic Preference Optimization of LLMs Shangpin Peng, Weinong Wang, Zhuotao Tian, Senqiao Yang, Xing W, Haotian Xu, Chengquan Zhang, Takashi Isobe, Baotian Hu, Min Zhang

NeurIPS 2025 Concerto: Joint 2D-3D Self-Supervised Learning Emerges Spatial Representations Yujia Zhang, Xiaoyang Wu, Yixing Lao, Chengyao Wang, Zhuotao Tian, Naiyan Wang, Hengshuang Zhao

NeurIPS 2025 Context-Aware Hierarchical Learning: A Two-Step Paradigm Towards Safer LLMs Tengyun Ma, Jiaqi Yao, Daojing He, Shihao Peng, Yu Li, Shaohui Liu, Zhuotao Tian

CVPR 2025 DeCLIP: Decoupled Learning for Open-Vocabulary Dense Perception Junjie Wang, Bin Chen, Yulin Li, Bin Kang, Yichi Chen, Zhuotao Tian

ICCV 2025 Edit360: 2D Image Edits to 3D Assets from Any Angle Junchao Huang, Xinting Hu, Shaoshuai Shi, Zhuotao Tian, Li Jiang

ICCV 2025 Enhancing Spatial Reasoning in Multimodal Large Language Models Through Reasoning-Based Segmentation Zhenhua Ning, Zhuotao Tian, Shaoshuai Shi, Guangming Lu, Daojing He, Wenjie Pei, Li Jiang

NeurIPS 2025 Less Is More, but Where? Dynamic Token Compression via LLM-Guided Keyframe Prior Yulin Li, Haokun Gui, Ziyang Fan, Junjie Wang, Bin Kang, Bin Chen, Zhuotao Tian

ICCV 2025 Mitigating Object Hallucinations via Sentence-Level Early Intervention Shangpin Peng, Senqiao Yang, Li Jiang, Zhuotao Tian

AAAI 2025 RefDetector: A Simple yet Effective Matching-Based Method for Referring Expression Comprehension Yabing Wang, Zhuotao Tian, Zheng Qin, Sanping Zhou, Le Wang

CVPR 2025 VisionZip: Longer Is Better but Not Necessary in Vision Language Models Senqiao Yang, Yukang Chen, Zhuotao Tian, Chengyao Wang, Jingyao Li, Bei Yu, Jiaya Jia

NeurIPS 2024 Decoupled Kullback-Leibler Divergence Loss Jiequan Cui, Zhuotao Tian, Zhisheng Zhong, Xiaojuan Qi, Bei Yu, Hanwang Zhang

ECCV 2024 Explore the Potential of CLIP for Training-Free Open Vocabulary Semantic Segmentation Tong Shao, Zhuotao Tian, Hang Zhao, Jingyong Su

CVPR 2024 GroupContrast: Semantic-Aware Self-Supervised Representation Learning for 3D Understanding Chengyao Wang, Li Jiang, Xiaoyang Wu, Zhuotao Tian, Bohao Peng, Hengshuang Zhao, Jiaya Jia

CVPR 2024 LISA: Reasoning Segmentation via Large Language Model Xin Lai, Zhuotao Tian, Yukang Chen, Yanwei Li, Yuhui Yuan, Shu Liu, Jiaya Jia

ECCV 2024 Mind the Interference: Retaining Pre-Trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models Longxiang Tang, Zhuotao Tian, Kai Li, Chunming He, Hantao Zhou, Hengshuang Zhao, Xiu Li, Jiaya Jia

CVPR 2024 OA-CNNs: Omni-Adaptive Sparse CNNs for 3D Semantic Segmentation Bohao Peng, Xiaoyang Wu, Li Jiang, Yukang Chen, Hengshuang Zhao, Zhuotao Tian, Jiaya Jia

NeurIPS 2024 Referencing Where to Focus: Improving Visual Grounding with Referential Query Yabing Wang, Zhuotao Tian, Qingpei Guo, Zheng Qin, Sanping Zhou, Ming Yang, Le Wang

CVPR 2024 SaCo Loss: Sample-Wise Affinity Consistency for Vision-Language Pre-Training Sitong Wu, Haoru Tan, Zhuotao Tian, Yukang Chen, Xiaojuan Qi, Jiaya Jia

ICLR 2024 Scalable Language Model with Generalized Continual Learning Bohao Peng, Zhuotao Tian, Shu Liu, Ming-Chang Yang, Jiaya Jia

CVPR 2024 Towards Large-Scale 3D Representation Learning with Multi-Dataset Point Prompt Training Xiaoyang Wu, Zhuotao Tian, Xin Wen, Bohao Peng, Xihui Liu, Kaicheng Yu, Hengshuang Zhao

NeurIPS 2024 Typicalness-Aware Learning for Failure Detection Yijun Liu, Jiequan Cui, Zhuotao Tian, Senqiao Yang, Qingdong He, Xiaoling Wang, Jingyong Su

CVPR 2024 Unified Language-Driven Zero-Shot Domain Adaptation Senqiao Yang, Zhuotao Tian, Li Jiang, Jiaya Jia

CVPR 2023 Hierarchical Dense Correlation Distillation for Few-Shot Segmentation Bohao Peng, Zhuotao Tian, Xiaoyang Wu, Chengyao Wang, Shu Liu, Jingyong Su, Jiaya Jia

AAAI 2023 Learning Context-Aware Classifier for Semantic Segmentation Zhuotao Tian, Jiequan Cui, Li Jiang, Xiaojuan Qi, Xin Lai, Yixin Chen, Shu Liu, Jiaya Jia

ECCV 2022 DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation Xin Lai, Zhuotao Tian, Xiaogang Xu, Yingcong Chen, Shu Liu, Hengshuang Zhao, Liwei Wang, Jiaya Jia

CVPR 2022 Generalized Few-Shot Semantic Segmentation Zhuotao Tian, Xin Lai, Li Jiang, Shu Liu, Michelle Shu, Hengshuang Zhao, Jiaya Jia

NeurIPS 2022 Spatial Pruned Sparse Convolution for Efficient 3D Object Detection Jianhui Liu, Yukang Chen, Xiaoqing Ye, Zhuotao Tian, Xiao Tan, Xiaojuan Qi

ICCV 2021 Guided Point Contrastive Learning for Semi-Supervised Point Cloud Semantic Segmentation Li Jiang, Shaoshuai Shi, Zhuotao Tian, Xin Lai, Shu Liu, Chi-Wing Fu, Jiaya Jia

CVPR 2021 Semi-Supervised Semantic Segmentation with Directional Context-Aware Consistency Xin Lai, Zhuotao Tian, Li Jiang, Shu Liu, Hengshuang Zhao, Liwei Wang, Jiaya Jia

CVPR 2019 Homomorphic Latent Space Interpolation for Unpaired Image-to-Image Translation Ying-Cong Chen, Xiaogang Xu, Zhuotao Tian, Jiaya Jia

CVPR 2019 Learning Shape-Aware Embedding for Scene Text Detection Zhuotao Tian, Michelle Shu, Pengyuan Lyu, Ruiyu Li, Chao Zhou, Xiaoyong Shen, Jiaya Jia