XL
Xiaohong Liu
cs.CVeess.IVcs.AIcs.LGcs.CLcs.MMcs.ROartificial intelligenceImage Processing, Computer-Assisteddeep learning
On Valency
published · living versionsW_ejap66t4·v1 · currentpublished
PASA-KV: Attacking Action-Facing Visual Routes in World Action Models
with Zhongbo Wu, Jiakai Huang, Zheng Zhang, Siyu Xu +4
1 version
W_6x58tpa2·v1published
Preprints & journals
190 papers in the corpus · 2005–2026MotionDreamer: Generating Continuous Intermediate Motions for Complex Motion Interpolation.42848551 · Ma, Yongrui, Zhao, Shijie, Yao, Mingde et al.2026 · 0 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2026;PP
FAR-DPO: Feasibility-Aware and Robust Direct Preference Optimization for Cyclic Peptide Design2608.19808v1 · Guofeng Zhang, Rong Han, Xiaoyu Wang et al.2026 · 0 citationsarXiv
A unified framework and benchmark for generalizable biomedical knowledge extraction and applications with large language models.42580345 · Lan, Wuyang, Zhang, Siqi, Wang, Wenzheng et al.2026 · 2 citationsCell reports. Medicine. 2026;7(8):102975
InsertFuse: A Unified Framework for Multi-Category Reference-Guided Image Insertion2608.06490v1 · Guangzhao Li, Qingyan Wei, Huayu Zheng et al.2026 · 0 citationsarXiv
STEP-OPD: Rethinking Output Targets and Internal Dynamics in On-Policy Distillation for Diffusion Models2608.04887v1 · Qingyan Wei, Guangzhao Li, Xiaobing Tu et al.2026 · 0 citationsarXiv
Variational Bayesian Personalized Ranking.41805520 · Liu, Bin, Liu, Xiaohong, Luo, Qin et al.2026 · 1 citationIEEE transactions on pattern analysis and machine intelligence. 2026;48(8):8936-8952
Rarity-Aware Discrete Diffusion with Spatially Consistent Decoding for Photo-Realistic Image Super-Resolution2607.17612v2 · Ao Li, Yapeng Du, Yi Xin et al.2026 · 0 citationsarXiv
From Open Loop to Closed Loop: A Test-Time Iterative Optimization Framework for Reference-Consistent Image Generation2607.04691v1 · Baixuan Zhao, Xinyu Zhang, Huayu Zheng et al.2026 · 0 citationsarXiv
A First-Principles Derivation of LLM Policy Optimization: From Expected Reward to GRPO and Its Structural Extensions2606.16733v1 · Jianghan Shen, Siqi Luo, Yue Li et al.2026 · 0 citationsarXiv
Towards World Models in Biomedical Research2606.05925v2 · Guangyu Wang, Jingkun Yue, Siqi Zhang et al.2026 · 1 citationarXiv
Scribble-Supervised Multi-Organ Segmentation via Epistemic-Driven Hardness-Adaptive Focusing.41701596 · Han, Xiaoxiang, Liu, Yiman, Shang, Jiang et al.2026 · 0 citationsIEEE transactions on medical imaging. 2026;45(6):2936-2949
Sketch Then Paint: Hierarchical Reinforcement Learning for Diffusion Multi-Modal Large Language Models2605.16842v1 · Siqi Luo, Jianghan Shen, Yi Xin et al.2026 · 0 citationsarXiv
PVRF: All-in-one Adverse Weather Removal via Prior-modulated and Velocity-constrained Rectified Flow2605.14045v1 · Wei Dong, Han Zhou, Terry Ji et al.2026 · 0 citationsarXiv
DVFace: Spatio-Temporal Dual-Prior Diffusion for Video Face Restoration2604.14560v1 · Zheng Chen, Bowen Chai, Rongjun Gao et al.2026 · 0 citationsarXiv
Select-then-Solve: Paradigm Routing as Inference-Time Optimization for LLM Agents2604.06753v1 · Heng Zhou, Zelin Tan, Zhemeng Zhang et al.2026 · 0 citationsarXiv
A2BFR: Attribute-Aware Blind Face Restoration2603.29423v1 · Chenxin Zhu, Yushun Fang, Lu Liu et al.2026 · 0 citationsarXiv
Project Imaging-X: A Survey of 1000+ Open-Access Medical Imaging Datasets for Foundation Model Development2603.27460v1 · Zhongying Deng, Cheng Tang, Ziyan Huang et al.2026 · 0 citationsarXiv
FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal2603.19036v2 · Telang Xu, Chaoyang Zhang, Guangtao Zhai et al.2026 · 0 citationsarXiv
Ego to World: Collaborative Spatial Reasoning in Embodied Systems via Reinforcement Learning2603.14811v1 · Heng Zhou, Li Kang, Yiran Qin et al.2026 · 0 citationsarXiv
A-Edit: Precise Reference-Guided Image Editing of Arbitrary Objects and Ambiguous Masks2603.10685v2 · Huayu Zheng, Guangzhao Li, Baixuan Zhao et al.2026 · 0 citationsarXiv
MedQ-Deg: A Multidimensional Benchmark for Evaluating MLLMs Across Medical Image Quality Degradations2603.07769v1 · Jiyao Liu, Junzhi Ning, Chenglong Ma et al.2026 · 0 citationsarXiv
STAR : Bridging Statistical and Agentic Reasoning for Large Model Performance Prediction2602.12143v1 · Xiaoxiao Wang, Chunxiao Li, Junying Wang et al.2026 · 0 citationsarXiv
Light Up Your Face: A Physically Consistent Dataset and Diffusion Model for Face Fill-Light Enhancement2602.04300v1 · Jue Gong, Zihan Zhou, Jingkai Wang et al.2026 · 0 citationsarXiv
Samba+: General and Accurate Salient Object Detection via A More Unified Mamba-based Framework2602.01593v1 · Wenzhuo Zhao, Keren Fu, Jiahao He et al.2026 · 0 citationsarXiv
Prism: Efficient Test-Time Scaling via Hierarchical Search and Self-Verification for Discrete Diffusion Language Models2602.01842v3 · Jinbin Bai, Yixuan Li, Yuchen Zhu et al.2026 · 0 citationsarXiv
HiFi-Mesh: High-Fidelity Efficient 3D Mesh Generation via Compact Autoregressive Dependence2601.21314v1 · Yanfeng Li, Tao Tan, Qingquan Gao et al.2026 · 0 citationsarXiv
Advances and Innovations in the Multi-Agent Robotic System (MARS) Challenge2601.18733v1 · Li Kang, Heng Zhou, Xiufeng Song et al.2026 · 0 citationsarXiv
MoGen: A Unified Collaborative Framework for Controllable Multi-Object Image Generation2601.05546v1 · Yanfeng Li, Yue Sun, Keren Fu et al.2026 · 0 citationsarXiv
Enhancing ocular sign detection: AI-based strategic segmentation for improved accuracy and privacy protection.41495351 · Lei, Chaoyu, Zhao, Chen, Chen, Jiayu et al.2026 · 6 citationsNPJ digital medicine. 2026
Multi-Dimensional Quality Assessment for Single-Image-to-3D Contents: Dataset and Model.42340911 · Fu, Kang, Duan, Huiyu, Zhang, Zicheng et al.2026 · 0 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2026;35:7033-7048
dMLLM-TTS: Self-Verified and Efficient Test-Time Scaling for Diffusion Multi-Modal Large Language Models2512.19433v2 · Yi Xin, Siqi Luo, Tianxiang Xu et al.2025 · 0 citationsarXiv
Using GUI Agent for Electronic Design Automation2512.11611v1 · Chunyi Li, Longfei Li, Zicheng Zhang et al.2025 · 0 citationsarXiv
Embodied Image Compression2512.11612v1 · Chunyi Li, Rui Qing, Jianbo Zhang et al.2025 · 0 citationsarXiv
EvalTalker: Learning to Evaluate Real-Portrait-Driven Multi-Subject Talking Humans2512.01340v1 · Yingjie Zhou, Xilei Zhu, Siyu Ren et al.2025 · 0 citationsarXiv
Q-Save: Towards Scoring and Attribution for Generated Video Evaluation2511.18825v3 · Xiele Wu, Mingtao Chen, Zicheng Zhang et al.2025 · 0 citationsarXiv
Consolidating Diffusion-Generated Video Detection with Unified Multimodal Forgery Learning2511.18104v1 · Xiaohong Liu, Xiufeng Song, Huayu Zheng et al.2025 · 0 citationsarXiv
Q-REAL: Towards Realism and Plausibility Evaluation for AI-Generated Content2511.16908v2 · Shushi Wang, Zicheng Zhang, Chunyi Li et al.2025 · 0 citationsarXiv
ATLAS: A High-Difficulty, Multidisciplinary Benchmark for Frontier Scientific Reasoning2511.14366v2 · Hongwei Liu, Junnan Liu, Shudong Liu et al.2025 · 0 citationsarXiv
Federated task-adaptive learning for personalized selection of human IVF-derived embryos.41254221 · Gao, Tianrun, Yang, Yuning, Wang, Kai et al.2025 · 2 citationsCommunications medicine. 2025;5(1):477
GeoX-Bench: Benchmarking Cross-View Geo-Localization and Pose Estimation Capabilities of Large Multimodal Models2511.13259v1 · Yushuo Zheng, Jiangyong Ying, Huiyu Duan et al.2025 · 2 citationsarXiv
MULTIBENCH++: A Unified and Comprehensive Multimodal Fusion Benchmarking Across Specialized Domains2511.06452v3 · Leyan Xue, Changqing Zhang, Kecheng Xue et al.2025 · 0 citationsarXiv
Lumina-DiMOO: An Omni Diffusion Large Language Model for Multi-Modal Generation and Understanding2510.06308v1 · Yi Xin, Qi Qin, Siqi Luo et al.2025 · 0 citationsarXiv
FedPC: An Efficient Prototype-Based Clustered Federated Learning on Medical Imaging.40327468 · Gao, Tianrun, Liu, Keyan, Yang, Yuning et al.2025 · 8 citationsIEEE journal of biomedical and health informatics. 2025;29(10):7396-7408
QoNext: Towards Next-generation QoE for Foundation Models2509.21889v3 · Yijin Guo, Farong Wen, Ye Shen et al.2025 · 0 citationsarXiv
Blind-Spot Guided Diffusion for Self-supervised Real-World Denoising2509.16091v1 · Shen Cheng, Haipeng Li, Haibin Huang et al.2025 · 1 citationarXiv
A generalist foundation model and database for open-world medical image segmentation.40913057 · Zhang, Siqi, Zhang, Qizhe, Zhang, Shanghang et al.2026 · 15 citationsNature biomedical engineering. 2026;10(5):1026-1041
Current progress and open challenges for applying artificial intelligence across the in vitro fertilization cycle.41328159 · Gao, Yuanxu, Yuan, Yifeng, Wang, Kai et al.2025 · 9 citationsPatterns (New York, N.Y.). 2025;6(11):101347
A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers2508.21148v2 · Ming Hu, Chenglong Ma, Wei Li et al.2025 · 1 citationarXiv
VariMix: A variety-guided data mixing framework for explainable medical image classifications.40840261 · Xiong, Xiangyu, Sun, Yue, Liu, Xiaohong et al.2025 · 2 citationsComputer methods and programs in biomedicine. 2025;271:109016
AU-IQA: A Benchmark Dataset for Perceptual Quality Assessment of AI-Enhanced User-Generated Content2508.05016v2 · Shushi Wang, Chunyi Li, Zicheng Zhang et al.2025 · 1 citationarXiv
Career total: 301 works. 190 are in this corpus.Showing the 50 most recent.
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