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ORCIDBin Xia 0014
Person information
- affiliation: Shenzhen International Graduate School, Tsinghua University, Shenzhen, China
Other persons with the same name
- Bin Xia — disambiguation page
- Bin Xia 0001
![[0000-0003-4713-5765]](https://devdomain4test.ir/img/orcid-mark.12x12.png "0000-0003-4713-5765")
— Shanghai Jiao Tong University, Department of Electronic Engineering, Institute of Wireless Communications Technology, China (and 1 more) - Bin Xia 0002 — Shanghai Jiao Tong University, MOE, Key Lab for Design and EMC of High-Speed Electronic Systems, China
- Bin Xia 0003 — Nanjing University of Posts and Telecommunications, China
- Bin Xia 0004 — Shanghai Maritime University, China
- Bin Xia 0005 — Hunan University, Changsha, China
- Bin Xia 0006 — Shenzhen SiBright Co. Ltd, Shenzhen, Guangdong, China
- Bin Xia 0007 — Peking University, Beijing, China
- Bin Xia 0008 — University of Tübingen, Germany
- Bin Xia 0009 — Huawei Technologies, Shanghai, China (and 1 more)
- Bin Xia 0010 — Xi'an University of Technology, China
- Bin Xia 0011 — Jimei University, Chengyi University College, Department of Management, Xiamen, China
- Bin Xia 0012 — University of Science and Technology of China, Hefei, Anhui, China
- Bin Xia 0013 — Shandong University of Technology, Zibo, Shandong, China
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2020 – today
- 2026
[c15]Sitong Wu, Haoru Tan, Xichen Zhang, Bin Xia, Wenhu Zhang, Xiaojuan Qi, Bei Yu, Jiaya Jia:
TRAC: Teacher-Guided Token Reward with Adaptive Calibration for Robust Policy Optimization. ACL (1) 2026: 47869-47884- [i34]Meng Chu, Xuan Billy Zhang, Kevin Qinghong Lin, Lingdong Kong, Jize Zhang, Teng Tu, Weijian Ma, Ziqi Huang, Senqiao Yang, Wei Huang, Yeying Jin, Zhefan Rao, Jinhui Ye, Xinyu Lin, Xichen Zhang, Qisheng Hu, Shuai Yang, Leyang Shen, Wei Chow, Yifei Dong, Fengyi Wu, Quanyu Long, Bin Xia, Shaozuo Yu, Mingkang Zhu, Wenhu Zhang, Jiehui Huang, Haokun Gui, Haoxuan Che, Long Chen, Qifeng Chen, Wenxuan Zhang, Wenya Wang, Xiaojuan Qi, Yang Deng, Yanwei Li, Mike Zheng Shou, Zhi-Qi Cheng, See-Kiong Ng, Ziwei Liu, Philip Torr, Jiaya Jia:
Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond. CoRR abs/2604.22748 (2026) - [i33]Junyuan Xiao, Dingkang Liang, Xin Zhou, Yixuan Ye, Tongtong Su, Guangmo Yi, Bin Xia, Qiang Lyu, Shurui Shi, Jun Huang, Jianlou Si, Wenming Yang:
Divide and Conquer: Decoupled Representation Alignment for Multimodal World Models. CoRR abs/2605.01896 (2026) - [i32]Dongxia Liu, Jie Ma, Xiaochen Yang, Jiancheng Zhang, Bin Xia, Zhehan Kan, Nisha Huang, Jun Liang, Wenming Yang, Jin Li:
MoZoo:Unleashing Video Diffusion power in animal fur and muscle simulation. CoRR abs/2605.13857 (2026) - [i31]Jialiang Yang, Bin Xia, Ruihang Chu, Dingdong Wang, Wanke Xia, Zhun Mou, Tianyang Zhong, Yiting Zhao, Wenming Yang:
AVBench: Human-Aligned and Automated Evaluation Benchmark for Audio-Video Generative Models. CoRR abs/2605.24652 (2026) - [i30]Haoru Tan, Sitong Wu, Yanfeng Chen, Jun Xia, Ruobing Xie, Bin Xia, Xingwu Sun, Xiaojuan Qi:
FastMix: Fast Data Mixture Optimization via Gradient Descent. CoRR abs/2606.14971 (2026) - [i29]Jiehui Huang, Yuechen Zhang, Bin Xia, Jiahao Wang, Xu He, Zhenchao Tang, Meng Chu, Xin Tao, Pengfei Wan, Jiaya Jia:
UnityShots: Memory-Driven Multi-Shot Audio-Video Generation with Boundary-Aware Gating. CoRR abs/2606.21661 (2026) - [i28]Shuimu Chen, Yuteng Chen, Yuanshen Guan, Zebang Cheng, Zeyu Zhang, Shengqian Qin, Bin Xia, Jiaran Li, Wenming Yang, Fei Ma:
Reflect-R1: Evidence-Driven Reflection for Self-Correction in Long Video Understanding. CoRR abs/2606.27922 (2026) - 2025
- [j4]Bin Xia, Yulun Zhang, Shiyin Wang, Yitong Wang, Xinglong Wu, Yapeng Tian, Wenming Yang, Radu Timofte, Luc Van Gool:
DiffI2I: Efficient Diffusion Model for Image-to-Image Translation. IEEE Trans. Pattern Anal. Mach. Intell. 47(3): 1578-1593 (2025) - [j3]Yuan Shi, Bin Xia, Xiaoyu Jin, Xing Wang, Tianyu Zhao, Xin Xia, Xuefeng Xiao, Wenming Yang:
VmambaIR: Visual State Space Model for Image Restoration. IEEE Trans. Circuits Syst. Video Technol. 35(6): 5560-5574 (2025) - [c14]Jintong Hu, Bin Xia, Bin Chen, Wenming Yang, Lei Zhang:
GaussianSR: High Fidelity 2D Gaussian Splatting for Arbitrary-Scale Image Super-Resolution. AAAI 2025: 3554-3562 - [c13]Bin Xia, Yuechen Zhang, Jingyao Li, Chengyao Wang, Yitong Wang, Xinglong Wu, Bei Yu, Jiaya Jia:
DreamOmni: Unified Image Generation and Editing. CVPR 2025: 28533-28543 - [c12]Yuechen Zhang, Yaoyang Liu, Bin Xia, Bohao Peng, Zexin Yan, Eric Lo, Jiaya Jia:
MagicMirror: ID-Preserved Video Generation in Video Diffusion Transformers. ICCV 2025: 14464-14474 - [c11]Zhun Mou, Bin Xia, Zhengchao Huang, Wenming Yang, Jiaya Jia:
GRADEO: Towards Human-Like Evaluation for Text-to-Video Generation via Multi-Step Reasoning. ICML 2025 - [c10]Yuechen Zhang, Jinbo Xing, Bin Xia, Shaoteng Liu, Bohao Peng, Xin Tao, Pengfei Wan, Eric Lo, Jiaya Jia:
Training-Free Efficient Video Generation via Dynamic Token Carving. NeurIPS 2025 - [i27]Yuechen Zhang, Yaoyang Liu, Bin Xia, Bohao Peng, Zexin Yan, Eric Lo, Jiaya Jia:
Magic Mirror: ID-Preserved Video Generation in Video Diffusion Transformers. CoRR abs/2501.03931 (2025) - [i26]Huiyun Cao, Yuan Shi, Bin Xia, Xiaoyu Jin, Wenming Yang:
DiffStereo: High-Frequency Aware Diffusion Model for Stereo Image Restoration. CoRR abs/2501.10325 (2025) - [i25]Zhun Mou, Bin Xia, Zhengchao Huang, Wenming Yang, Jiaya Jia:
GRADEO: Towards Human-Like Evaluation for Text-to-Video Generation via Multi-Step Reasoning. CoRR abs/2503.02341 (2025) - [i24]Yuechen Zhang, Jinbo Xing, Bin Xia, Shaoteng Liu, Bohao Peng, Xin Tao, Pengfei Wan, Eric Lo, Jiaya Jia:
Training-Free Efficient Video Generation via Dynamic Token Carving. CoRR abs/2505.16864 (2025) - [i23]Bin Xia, Jiyang Liu, Yuechen Zhang, Bohao Peng, Ruihang Chu, Yitong Wang, Xinglong Wu, Bei Yu, Jiaya Jia:
DreamVE: Unified Instruction-based Image and Video Editing. CoRR abs/2508.06080 (2025) - [i22]Chengyao Wang, Zhisheng Zhong, Bohao Peng, Senqiao Yang, Yuqi Liu, Haokun Gui, Bin Xia, Jingyao Li, Bei Yu, Jiaya Jia:
MGM-Omni: Scaling Omni LLMs to Personalized Long-Horizon Speech. CoRR abs/2509.25131 (2025) - [i21]Bin Xia, Bohao Peng, Yuechen Zhang, Junjia Huang, Jiyang Liu, Jingyao Li, Haoru Tan, Sitong Wu, Chengyao Wang, Yitong Wang, Xinglong Wu, Bei Yu, Jiaya Jia:
DreamOmni2: Multimodal Instruction-based Editing and Generation. CoRR abs/2510.06679 (2025) - [i20]Jiehui Huang, Yuechen Zhang, Xu He, Yuan Gao, Zhi Cen, Bin Xia, Yan Zhou, Xin Tao, Pengfei Wan, Jiaya Jia:
UnityVideo: Unified Multi-Modal Multi-Task Learning for Enhancing World-Aware Video Generation. CoRR abs/2512.07831 (2025) - [i19]Bin Xia, Bohao Peng, Jiyang Liu, Sitong Wu, Jingyao Li, Junjia Huang, Xu Zhao, Yitong Wang, Ruihang Chu, Bei Yu, Jiaya Jia:
DreamOmni3: Scribble-based Editing and Generation. CoRR abs/2512.22525 (2025) - 2024
- [j2]Yuan Shi, Huiyun Cao, Bin Xia, Rui Zhu, Qingmin Liao, Wenming Yang:
DSR-Diff: Depth map super-resolution with diffusion model. Pattern Recognit. Lett. 184: 225-231 (2024) - [c9]Bin Xia, Shiyin Wang, Yingfan Tao, Yitong Wang, Jiaya Jia:
LLMGA: Multimodal Large Language Model Based Generation Assistant. ECCV (38) 2024: 389-406 - [i18]Xiaoyu Jin, Yuan Shi, Bin Xia, Wenming Yang:
LLMRA: Multi-modal Large Language Model based Restoration Assistant. CoRR abs/2401.11401 (2024) - [i17]Yuan Shi, Bin Xia, Xiaoyu Jin, Xing Wang, Tianyu Zhao, Xin Xia, Xuefeng Xiao, Wenming Yang:
VmambaIR: Visual State Space Model for Image Restoration. CoRR abs/2403.11423 (2024) - [i16]Jintong Hu, Bin Xia, Bingchen Li, Wenming Yang:
Low-Trace Adaptation of Zero-shot Self-supervised Blind Image Denoising. CoRR abs/2403.12382 (2024) - [i15]Jintong Hu, Bin Xia, Bin Chen, Wenming Yang, Lei Zhang:
GaussianSR: High Fidelity 2D Gaussian Splatting for Arbitrary-Scale Image Super-Resolution. CoRR abs/2407.18046 (2024) - [i14]Zhengchao Huang, Bin Xia, Zicheng Lin, Zhun Mou, Wenming Yang:
FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant. CoRR abs/2408.10072 (2024) - [i13]Bin Xia, Yuechen Zhang, Jingyao Li, Chengyao Wang, Yitong Wang, Xinglong Wu, Bei Yu, Jiaya Jia:
DreamOmni: Unified Image Generation and Editing. CoRR abs/2412.17098 (2024) - 2023
- [j1]Bin Xia, Yapeng Tian, Yulun Zhang, Yucheng Hang, Wenming Yang, Qingmin Liao:
Meta-Learning-Based Degradation Representation for Blind Super-Resolution. IEEE Trans. Image Process. 32: 3383-3396 (2023) - [c8]Bin Xia, Jingwen He, Yulun Zhang, Yitong Wang, Yapeng Tian, Wenming Yang, Luc Van Gool:
Structured Sparsity Learning for Efficient Video Super-Resolution. CVPR 2023: 22638-22647 - [c7]Bin Xia, Yulun Zhang, Shiyin Wang, Yitong Wang, Xinglong Wu, Yapeng Tian, Wenming Yang, Luc Van Gool:
DiffIR: Efficient Diffusion Model for Image Restoration. ICCV 2023: 13049-13059 - [c6]Bin Xia, Yulun Zhang, Yitong Wang, Yapeng Tian, Wenming Yang, Radu Timofte, Luc Van Gool:
Basic Binary Convolution Unit for Binarized Image Restoration Network. ICLR 2023 - [c5]Bin Xia, Yulun Zhang, Yitong Wang, Yapeng Tian, Wenming Yang, Radu Timofte, Luc Van Gool:
Knowledge Distillation based Degradation Estimation for Blind Super-Resolution. ICLR 2023 - [c4]Zheng Chen, Yulun Zhang, Ding Liu, Bin Xia, Jinjin Gu, Linghe Kong, Xin Yuan:
Hierarchical Integration Diffusion Model for Realistic Image Deblurring. NeurIPS 2023 - [i12]Bin Xia, Yulun Zhang, Shiyin Wang, Yitong Wang, Xinglong Wu, Yapeng Tian, Wenming Yang, Luc Van Gool:
DiffIR: Efficient Diffusion Model for Image Restoration. CoRR abs/2303.09472 (2023) - [i11]Zheng Chen, Yulun Zhang, Ding Liu, Bin Xia, Jinjin Gu, Linghe Kong, Xin Yuan:
Hierarchical Integration Diffusion Model for Realistic Image Deblurring. CoRR abs/2305.12966 (2023) - [i10]Bin Xia, Yulun Zhang, Shiyin Wang, Yitong Wang, Xinglong Wu, Yapeng Tian, Wenming Yang, Radu Timofte, Luc Van Gool:
DiffI2I: Efficient Diffusion Model for Image-to-Image Translation. CoRR abs/2308.13767 (2023) - [i9]Yuan Shi, Bin Xia, Rui Zhu, Qingmin Liao, Wenming Yang:
DSR-Diff: Depth Map Super-Resolution with Diffusion Model. CoRR abs/2311.09919 (2023) - [i8]Bin Xia, Shiyin Wang, Yingfan Tao, Yitong Wang, Jiaya Jia:
LLMGA: Multimodal Large Language Model based Generation Assistant. CoRR abs/2311.16500 (2023) - 2022
- [c3]Bin Xia, Yucheng Hang, Yapeng Tian, Wenming Yang, Qingmin Liao, Jie Zhou:
Efficient Non-local Contrastive Attention for Image Super-resolution. AAAI 2022: 2759-2767 - [c2]Bin Xia, Yapeng Tian, Yucheng Hang, Wenming Yang, Qingmin Liao, Jie Zhou:
Coarse-to-Fine Embedded PatchMatch and Multi-Scale Dynamic Aggregation for Reference-Based Super-resolution. AAAI 2022: 2768-2776 - [c1]Yucheng Hang, Bin Xia, Wenming Yang, Qingmin Liao:
SCS-Co: Self-Consistent Style Contrastive Learning for Image Harmonization. CVPR 2022: 19678-19687 - [i7]Bin Xia, Yucheng Hang, Yapeng Tian, Wenming Yang, Qingmin Liao, Jie Zhou:
Efficient Non-Local Contrastive Attention for Image Super-Resolution. CoRR abs/2201.03794 (2022) - [i6]Bin Xia, Yapeng Tian, Yucheng Hang, Wenming Yang, Qingmin Liao, Jie Zhou:
Coarse-to-Fine Embedded PatchMatch and Multi-Scale Dynamic Aggregation for Reference-based Super-Resolution. CoRR abs/2201.04358 (2022) - [i5]Yucheng Hang, Bin Xia, Wenming Yang, Qingmin Liao:
SCS-Co: Self-Consistent Style Contrastive Learning for Image Harmonization. CoRR abs/2204.13962 (2022) - [i4]Bin Xia, Jingwen He, Yulun Zhang, Yucheng Hang, Wenming Yang, Luc Van Gool:
Residual Sparsity Connection Learning for Efficient Video Super-Resolution. CoRR abs/2206.07687 (2022) - [i3]Bin Xia, Yapeng Tian, Yulun Zhang, Yucheng Hang, Wenming Yang, Qingmin Liao:
Meta-Learning based Degradation Representation for Blind Super-Resolution. CoRR abs/2207.13963 (2022) - [i2]Bin Xia, Yulun Zhang, Yitong Wang, Yapeng Tian, Wenming Yang, Radu Timofte, Luc Van Gool:
Basic Binary Convolution Unit for Binarized Image Restoration Network. CoRR abs/2210.00405 (2022) - [i1]Bin Xia, Yulun Zhang, Yitong Wang, Yapeng Tian, Wenming Yang, Radu Timofte, Luc Van Gool:
Knowledge Distillation based Degradation Estimation for Blind Super-Resolution. CoRR abs/2211.16928 (2022)
Coauthor Index
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