TC
Tianshui Chen
cs.CVcs.AIcs.RONeural Networks, ComputerAlgorithmscs.LGcs.MMImage Processing, Computer-AssistedArtificial IntelligenceCommunity detection
On Valency
published · living versionsW_ax2cmvsd·v1 · currentpublished
E0.5: From Reconstructive to Future-Predictive 3D Foundations for Robotic World-Action Modeling
with Era AI Lab Team, Jianhao Lai, Zhihao Zhan, Zhiquan Liao +22
1 version
Preprints & journals
69 papers in the corpus · 2015–2026Agentic Designer: Progressive Multi-Agent Collaboration for Structure-Aware Interior Layout Generation.42441473 · Yang, Zhijing, Lin, Haocheng, Xu, Zhihua et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(11):14266-14280
Learning Spatial-Temporal Coherent Correlations for Speech-Preserving Facial Expression Manipulation.42048202 · Chen, Tianshui, Lin, Jianman, Yang, Zhijing et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(9):10460-10475
Webly Supervised Multi-Label Recognition: Evaluation Benchmark and Dual-Branch Multi-Label Contrastive Learning2607.20874v1 · Zhihua Xu, Zhijing Yang, Yufeng Yang et al.2026 · 0 citationsarXiv
Personalized Cross-Modal Emotional Correlation Learning for Speech-Preserving Facial Expression Manipulation2604.25255v1 · Tianshui Chen, Yujie Zhu, Jianman Lin et al.2026 · 0 citationsarXiv
Robotic Manipulation is Vision-to-Geometry Mapping: Vision-Geometry Backbones over Language and Video Models2604.12908v2 · Zijian Song, Qichang Li, Jiawei Zhou et al.2026 · 0 citationsarXiv
Learning Hierarchical and Geometry-Aware Graph Representations for Text-to-CAD2604.10075v1 · Shengjie Gong, Wenjie Peng, Hongyuan Chen et al.2026 · 0 citationsarXiv
Learning Physics from Pretrained Video Models: A Multimodal Continuous and Sequential World Interaction Models for Robotic Manipulation2603.00110v2 · Zijian Song, Qichang Li, Sihan Qin et al.2026 · 0 citationsarXiv
RADAR: Benchmarking Vision-Language-Action Generalization via Real-World Dynamics, Spatial-Physical Intelligence, and Autonomous Evaluation2602.10980v1 · Yuhao Chen, Zhihao Zhan, Xiaoxin Lin et al.2026 · 0 citationsarXiv
Neural Clothing Tryer: Customized Virtual Try-On via Semantic Enhancement and Controlling Diffusion Model2601.22838v1 · Zhijing Yang, Weiwei Zhang, Mingliang Yang et al.2026 · 0 citationsarXiv
Exploring Talking Head Models With Adjacent Frame Prior for Speech-Preserving Facial Expression Manipulation2601.12876v1 · Zhenxuan Lu, Zhihua Xu, Zhijing Yang et al.2026 · 0 citationsarXiv
The unambiguous structure representation of tabular data for recognition.41397354 · Yang, Fan, Tan, Junwen, Chen, Tianshui et al.2025 · 1 citationNeural networks : the official journal of the International Neural Network Society. 2025;196:108352
E0: Enhancing Generalization and Fine-Grained Control in VLA Models via Tweedie Discrete Diffusion2511.21542v2 · Zhihao Zhan, Jiaying Zhou, Likui Zhang et al.2025 · 0 citationsarXiv
Proxy-AN loss for deep metric learning.41207081 · Peng, Wenjie, Ke, Quhui, Liang, Jinglin et al.2026 · 3 citationsNeural networks : the official journal of the International Neural Network Society. 2026;195:108254
In-Situ Tweedie Discrete Diffusion Models2510.01047v2 · Xiao Li, Jiaqi Zhang, Shuxiang Zhang et al.2025 · 0 citationsarXiv
Revisiting DIRE: towards universal AI-generated image detection.40945020 · Lin, Huanqi, Qin, Jinghui, Wu, Xiaoqi et al.2025 · 0 citationsNeural networks : the official journal of the International Neural Network Society. 2026;193:108084
Video-MTR: Reinforced Multi-Turn Reasoning for Long Video Understanding2508.20478v2 · Yuan Xie, Tianshui Chen, Zheng Ge et al.2025 · 0 citationsarXiv
Physical Autoregressive Model for Robotic Manipulation without Action Pretraining2508.09822v4 · Zijian Song, Sihan Qin, Tianshui Chen et al.2025 · 0 citationsarXiv
Learning Semantic-Aware Threshold for Multi-Label Image Recognition with Partial Labels2507.23263v1 · Haoxian Ruan, Zhihua Xu, Zhijing Yang et al.2025 · 0 citationsarXiv
Geometry-Editable and Appearance-Preserving Object Compositon2505.20914v2 · Jianman Lin, Haojie Li, Chunmei Qing et al.2025 · 0 citationsarXiv
ReplayCAD: Generative Diffusion Replay for Continual Anomaly Detection2505.06603v1 · Lei Hu, Zhiyong Gan, Ling Deng et al.2025 · 9 citationsarXiv
Heterogeneous Correlation Aware Regularization for Sequential Confidence Calibration.40031717 · Peng, Zhenghua, Chen, Tianshui, Huang, Shuangping et al.2025 · 1 citationIEEE transactions on pattern analysis and machine intelligence. 2025;47(6):4597-4613
Contrastive Decoupled Representation Learning and Regularization for Speech-Preserving Facial Expression Manipulation2504.05672v1 · Tianshui Chen, Jianman Lin, Zhijing Yang et al.2025 · 13 citationsarXiv
Exploiting Temporal Audio-Visual Correlation Embedding for Audio-Driven One-Shot Talking Head Animation2504.05746v1 · Zhihua Xu, Tianshui Chen, Zhijing Yang et al.2025 · 1 citationarXiv
Monocular and Generalizable Gaussian Talking Head Animation2504.00665v1 · Shengjie Gong, Haojie Li, Jiapeng Tang et al.2025 · 4 citationsarXiv
SQLNet: Scale-Modulated Query and Localization Network for Few-Shot Class-Agnostic Counting.40674193 · Wu, Hefeng, Chen, Yandong, Liu, Lingbo et al.2025 · 4 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2025;34:4631-4645
Neural Scene Designer: Self-Styled Semantic Image Manipulation.41052154 · Lin, Jianman, Chen, Tianshui, Qing, Chunmei et al.2025 · 2 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2025;34:6577-6588
Learning Semantic-Aware Representation in Visual-Language Models for Multi-Label Recognition with Partial Labels2412.10843v1 · Haoxian Ruan, Zhihua Xu, Zhijing Yang et al.2024 · 10 citationsarXiv
Globally Correlation-Aware Hard Negative Generation2411.13145v1 · Wenjie Peng, Hongxiang Huang, Tianshui Chen et al.2024 · 9 citationsarXiv
A weighted prior tensor train decomposition method for community detection in multi-layer networks.39053300 · Peng, Siyuan, Yang, Mingliang, Yang, Zhijing et al.2024 · 9 citationsNeural networks : the official journal of the International Neural Network Society. 2024;179:106523
Diff-Mosaic: Augmenting Realistic Representations in Infrared Small Target Detection via Diffusion Prior2406.00632v1 · Yukai Shi, Yupei Lin, Pengxu Wei et al.2024 · 13 citationsarXiv
Adaptive Global-Local Representation Learning and Selection for Cross-Domain Facial Expression Recognition2401.11085v1 · Yuefang Gao, Yuhao Xie, Zeke Zexi Hu et al.2024 · 26 citationsarXiv
Dynamic Correlation Learning and Regularization for Multi-Label Confidence Calibration.39222462 · Chen, Tianshui, Wang, Weihang, Pu, Tao et al.2024 · 20 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2024;33:4811-4823
Analysis and Benchmarking of Extending Blind Face Image Restoration to Videos.39316481 · Wang, Zhouxia, Zhang, Jiawei, Wang, Xintao et al.2024 · 4 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2024;33:5676-5687
Spatial-Temporal Knowledge-Embedded Transformer for Video Scene Graph Generation.38153822 · Pu, Tao, Chen, Tianshui, Wu, Hefeng et al.2023 · 30 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2023;PP
Mimic: Speaking Style Disentanglement for Speech-Driven 3D Facial Animation2312.10877v1 · Hui Fu, Zeqing Wang, Ke Gong et al.2023 · 18 citationsarXiv
Contrastive Transformer Learning with Proximity Data Generation for Text-Based Person Search2311.09084v1 · Hefeng Wu, Weifeng Chen, Zhibin Liu et al.2023 · 31 citationsarXiv
RestoreFormer++: Towards Real-World Blind Face Restoration From Undegraded Key-Value Pairs.37713216 · Wang, Zhouxia, Zhang, Jiawei, Chen, Tianshui et al.2023 · 38 citationsIEEE transactions on pattern analysis and machine intelligence. 2023;45(12):15462-15476
Towards CausalGPT: A Multi-Agent Approach for Faithful Knowledge Reasoning via Promoting Causal Consistency in LLMs2308.11914v4 · Ziyi Tang, Ruilin Wang, Weixing Chen et al.2023 · 4 citationsarXiv
Aerial Images Meet Crowdsourced Trajectories: A New Approach to Robust Road Extraction.35089863 · Liu, Lingbo, Yang, Zewei, Li, Guanbin et al.2023 · 40 citationsIEEE transactions on neural networks and learning systems. 2023;34(7):3308-3322
Perception and Semantic Aware Regularization for Sequential Confidence Calibration2305.19498v1 · Zhenghua Peng, Yu Luo, Tianshui Chen et al.2023 · 4 citationsarXiv
Open-World Pose Transfer via Sequential Test-Time Adaption2303.10945v1 · Junyang Chen, Xiaoyu Xian, Zhijing Yang et al.2023 · 3 citationsarXiv
OccluMix: Towards De-Occlusion Virtual Try-on by Semantically-Guided Mixup2301.00965v1 · Zhijing Yang, Junyang Chen, Yukai Shi et al.2023 · 28 citationsarXiv
Category-Adaptive Label Discovery and Noise Rejection for Multi-label Image Recognition with Partial Positive Labels2211.07846v1 · Tao Pu, Qianru Lao, Hefeng Wu et al.2022 · 1 citationarXiv
Cross-Domain Facial Expression Recognition: A Unified Evaluation Benchmark and Adversarial Graph Learning.34847019 · Chen, Tianshui, Pu, Tao, Wu, Hefeng et al.2022 · 147 citationsIEEE transactions on pattern analysis and machine intelligence. 2022;44(12):9887-9903
Dual-Perspective Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial Labels2205.13092v3 · Tao Pu, Tianshui Chen, Hefeng Wu et al.2022 · 16 citationsarXiv
Heterogeneous Semantic Transfer for Multi-label Recognition with Partial Labels2205.11131v4 · Tianshui Chen, Tao Pu, Lingbo Liu et al.2022 · 30 citationsarXiv
Exploring Negatives in Contrastive Learning for Unpaired Image-to-Image Translation2204.11018v2 · Yupei Lin, Sen Zhang, Tianshui Chen et al.2022 · 25 citationsarXiv
Semantic Representation and Dependency Learning for Multi-Label Image Recognition2204.03795v2 · Tao Pu, Mingzhan Sun, Hefeng Wu et al.2022 · 19 citationsarXiv
Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial Labels2203.02172v1 · Tao Pu, Tianshui Chen, Hefeng Wu et al.2022 · 52 citationsarXiv
Knowledge-Guided Multi-Label Few-Shot Learning for General Image Recognition.32986543 · Chen, Tianshui, Lin, Liang, Chen, Riquan et al.2022 · 193 citationsIEEE transactions on pattern analysis and machine intelligence. 2022;44(3):1371-1384
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