Rui Shao

82 papers A* 17B 4Journal 56Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Global Prior Meets Local Consistency: Dual-Memory Augmented Vision-Language-Action Model for Efficient Robotic Manipulation.
CoRR
Zaijing Li, Bing Hu, Rui Shao, Gongwei Chen, Dongmei Jiang, Pengwei Xie, Jianye Hao, Liqiang Nie
2026 A* conf
H-GAR: A Hierarchical Interaction Framework via Goal-Driven Observation-Action Refinement for Robotic Manipulation.
AAAI
Yijie Zhu, Rui Shao, Ziyang Liu, Jie He, Jizhihui Liu, Jiuru Wang, Zitong Yu
2026 J jnl
HATS: Hardness-Aware Trajectory Synthesis for GUI Agents.
CoRR
Rui Shao, Ruize Gao, Bin Xie, Yixing Li, Kaiwen Zhou, Shuai Wang, Weili Guan, Gongwei Chen
2026 J jnl
Inject Once Survive Later: Backdooring Vision-Language-Action Models to Persist Through Downstream Fine-tuning.
CoRR
Jianyi Zhou, Yujie Wei, Ruichen Zhen, Bo Zhao, Xiaobo Xia, Rui Shao, Xiu Su, Shuo Yang
2026 J jnl
Learning to Accelerate Vision-Language-Action Models through Adaptive Visual Token Caching.
CoRR
Yujie Wei, Jiahan Fan, Jiyu Guo, Ruichen Zhen, Rui Shao, Xiu Su, Zeke Xie, Shuo Yang
2026 J jnl
Multimodal Large Language Models-Enabled UAV Swarm: Towards Efficient and Intelligent Autonomous Aerial Systems.
IEEE Wirel. Commun.
Yuqi Ping, Tianhao Liang, Huahao Ding, Guangyu Lei, Junwei Wu, Xuan Zou, Kuan Shi, Rui Shao, Chiya Zhang, Weizheng Zhang, Weijie Yuan, Tingting Zhang
2026 J jnl
PersonalAlign: Hierarchical Implicit Intent Alignment for Personalized GUI Agent with Long-Term User-Centric Records.
CoRR
Yibo Lyu, Gongwei Chen, Rui Shao, Weili Guan, Liqiang Nie
2026 A* conf
SemanticVLA: Semantic-Aligned Sparsification and Enhancement for Efficient Robotic Manipulation.
AAAI
Wei Li, Renshan Zhang, Rui Shao, ZhiJian Fang, Kaiwen Zhou, Zhuotao Tian, Liqiang Nie
2026 J jnl
ΔVLA: Prior-Guided Vision-Language-Action Models via World Knowledge Variation.
CoRR
Yijie Zhu, Jie He, Rui Shao, Kaishen Yuan, Tao Tan, Xiaochen Yuan, Zitong Yu
2025 J jnl
CAT+: Investigating and Enhancing Audio-Visual Understanding in Large Language Models.
IEEE Trans. Pattern Anal. Mach. Intell.
Qilang Ye, Zitong Yu, Rui Shao, Yawen Cui, Xiangui Kang, Xin Liu, Philip Torr, Xiaochun Cao
2025 J jnl
CogVLA: Cognition-Aligned Vision-Language-Action Model via Instruction-Driven Routing & Sparsification.
CoRR
Wei Li, Renshan Zhang, Rui Shao, Jie He, Liqiang Nie
2025 J jnl
DeepFake-Adapter: Dual-Level Adapter for DeepFake Detection.
Int. J. Comput. Vis.
Rui Shao, Tianxing Wu, Liqiang Nie, Ziwei Liu
2025 J jnl
DiVE: Efficient Multi-View Driving Scenes Generation Based on Video Diffusion Transformer.
CoRR
Junpeng Jiang, Gangyi Hong, Miao Zhang, Hengtong Hu, Kun Zhan, Rui Shao, Liqiang Nie
2025 A* conf
EmoSym: A Symbiotic Framework for Unified Emotional Understanding and Generation via Latent Reasoning.
ACM Multimedia
Yijie Zhu, Yibo Lyu, Zitong Yu, Rui Shao, Kaiyang Zhou, Liqiang Nie
2025 J jnl
FALCON: Resolving Visual Redundancy and Fragmentation in High-resolution Multimodal Large Language Models via Visual Registers.
CoRR
Renshan Zhang, Rui Shao, Gongwei Chen, Kaiwen Zhou, Weili Guan, Liqiang Nie
2025 — conf
GUI-explorer: Autonomous Exploration and Mining of Transition-aware Knowledge for GUI Agent.
ACL (1)
Bin Xie, Rui Shao, Gongwei Chen, Kaiwen Zhou, Yinchuan Li, Jie Liu, Min Zhang, Liqiang Nie
2025 J jnl
GUI-explorer: Autonomous Exploration and Mining of Transition-aware Knowledge for GUI Agent.
CoRR
Bin Xie, Rui Shao, Gongwei Chen, Kaiwen Zhou, Yinchuan Li, Jie Liu, Min Zhang, Liqiang Nie
2025 J jnl
H-GAR: A Hierarchical Interaction Framework via Goal-Driven Observation-Action Refinement for Robotic Manipulation.
CoRR
Yijie Zhu, Rui Shao, Ziyang Liu, Jie He, Jizhihui Liu, Jiuru Wang, Zitong Yu
2025 J jnl
HiconAgent: History Context-aware Policy Optimization for GUI Agents.
CoRR
Xurui Zhou, Gongwei Chen, Yuquan Xie, Zaijing Li, Kaiwen Zhou, Shuai Wang, Shuo Yang, Zhuotao Tian, Rui Shao
2025 A* conf
LION-FS: Fast & Slow Video-Language Thinker as Online Video Assistant.
CVPR
Wei Li, Bing Hu, Rui Shao, Leyang Shen, Liqiang Nie
2025 J jnl
LION-FS: Fast & Slow Video-Language Thinker as Online Video Assistant.
CoRR
Wei Li, Bing Hu, Rui Shao, Leyang Shen, Liqiang Nie
2025 J jnl
Large VLM-based Vision-Language-Action Models for Robotic Manipulation: A Survey.
CoRR
Rui Shao, Wei Li, Lingsen Zhang, Renshan Zhang, Zhiyang Liu, Ran Chen, Liqiang Nie
2025 J jnl
Less is More: Empowering GUI Agent with Context-Aware Simplification.
CoRR
Gongwei Chen, Xurui Zhou, Rui Shao, Yibo Lyu, Kaiwen Zhou, Shuai Wang, Wentao Li, Yinchuan Li, Zhongang Qi, Liqiang Nie
2025 J jnl
Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills.
CoRR
Yuquan Xie, Zaijing Li, Rui Shao, Gongwei Chen, Kaiwen Zhou, Yinchuan Li, Dongmei Jiang, Liqiang Nie
2025 J jnl
Multimodal Large Language Models-Enabled UAV Swarm: Towards Efficient and Intelligent Autonomous Aerial Systems.
CoRR
Yuqi Ping, Tianhao Liang, Huahao Ding, Guangyu Lei, Junwei Wu, Xuan Zou, Kuan Shi, Rui Shao, Chiya Zhang, Weizheng Zhang, Weijie Yuan, Tingting Zhang
2025 A* conf
Optimus-2: Multimodal Minecraft Agent with Goal-Observation-Action Conditioned Policy.
CVPR
Zaijing Li, Yuquan Xie, Rui Shao, Gongwei Chen, Dongmei Jiang, Liqiang Nie
2025 J jnl
Optimus-2: Multimodal Minecraft Agent with Goal-Observation-Action Conditioned Policy.
CoRR
Zaijing Li, Yuquan Xie, Rui Shao, Gongwei Chen, Dongmei Jiang, Liqiang Nie
2025 J jnl
Optimus-3: Towards Generalist Multimodal Minecraft Agents with Scalable Task Experts.
CoRR
Zaijing Li, Yuquan Xie, Rui Shao, Gongwei Chen, Weili Guan, Dongmei Jiang, Liqiang Nie
2025 A* conf
PUMA: Layer-Pruned Language Model for Efficient Unified Multimodal Retrieval with Modality-Adaptive Learning.
ACM Multimedia
Yibo Lyu, Rui Shao, Gongwei Chen, Yijie Zhu, Weili Guan, Liqiang Nie
2025 J jnl
PUMA: Layer-Pruned Language Model for Efficient Unified Multimodal Retrieval with Modality-Adaptive Learning.
CoRR
Yibo Lyu, Rui Shao, Gongwei Chen, Yijie Zhu, Weili Guan, Liqiang Nie
2025 J jnl
Robust Sequential DeepFake Detection.
Int. J. Comput. Vis.
Rui Shao, Tianxing Wu, Ziwei Liu
2025 A* conf
STAR: Learning Diverse Robot Skill Abstractions through Rotation-Augmented Vector Quantization.
ICML
Hao Li, Qi Lv, Rui Shao, Xiang Deng, Yinchuan Li, Jianye Hao, Liqiang Nie
2025 J jnl
STAR: Learning Diverse Robot Skill Abstractions through Rotation-Augmented Vector Quantization.
CoRR
Hao Li, Qi Lv, Rui Shao, Xiang Deng, Yinchuan Li, Jianye Hao, Liqiang Nie
2025 J jnl
SemanticVLA: Semantic-Aligned Sparsification and Enhancement for Efficient Robotic Manipulation.
CoRR
Wei Li, Renshan Zhang, Rui Shao, ZhiJian Fang, Kaiwen Zhou, Zhuotao Tian, Liqiang Nie
2025 A* conf
Spa-Bench: a comprehensive Benchmark for Smartphone Agent Evaluation.
ICLR
Jingxuan Chen, Derek Yuen, Bin Xie, Yuhao Yang, Gongwei Chen, Zhihao Wu, Li Yixing, Xurui Zhou, Weiwen Liu, Shuai Wang, Kaiwen Zhou, Rui Shao, Liqiang Nie, Yasheng Wang, Jianye Hao, Jun Wang, Kun Shao
2025 A* conf
Spatial-Temporal Graph Diffusion Policy with Kinematic Modeling for Bimanual Robotic Manipulation.
CVPR
Qi Lv, Hao Li, Xiang Deng, Rui Shao, Yinchuan Li, Jianye Hao, Longxiang Gao, Michael Yu Wang, Liqiang Nie
2025 J jnl
Spatial-Temporal Graph Diffusion Policy with Kinematic Modeling for Bimanual Robotic Manipulation.
CoRR
Qi Lv, Hao Li, Xiang Deng, Rui Shao, Yinchuan Li, Jianye Hao, Longxiang Gao, Michael Yu Wang, Liqiang Nie
2025 J jnl
TIME: Temporal-sensitive Multi-dimensional Instruction Tuning and Benchmarking for Video-LLMs.
CoRR
Yunxiao Wang, Meng Liu, Rui Shao, Haoyu Zhang, Bin Wen, Fan Yang, Tingting Gao, Di Zhang, Liqiang Nie
2025 J jnl
UniEmo: Unifying Emotional Understanding and Generation with Learnable Expert Queries.
CoRR
Yijie Zhu, Lingsen Zhang, Zitong Yu, Rui Shao, Tao Tan, Liqiang Nie
2024 — conf
CAT: Enhancing Multimodal Large Language Model to Answer Questions in Dynamic Audio-Visual Scenarios.
ECCV (10)
Qilang Ye, Zitong Yu, Rui Shao, Xinyu Xie, Philip Torr, Xiaochun Cao
2024 J jnl
CAT: Enhancing Multimodal Large Language Model to Answer Questions in Dynamic Audio-Visual Scenarios.
CoRR
Qilang Ye, Zitong Yu, Rui Shao, Xinyu Xie, Philip Torr, Xiaochun Cao
2024 J jnl
Detecting and Grounding Multi-Modal Media Manipulation and Beyond.
IEEE Trans. Pattern Anal. Mach. Intell.
Rui Shao, Tianxing Wu, Jianlong Wu, Liqiang Nie, Ziwei Liu
2024 J jnl
Enhancing the Emotional Generation Capability of Large Language Models via Emotional Chain-of-Thought.
CoRR
Zaijing Li, Gongwei Chen, Rui Shao, Dongmei Jiang, Liqiang Nie
2024 J jnl
Federated Generalized Face Presentation Attack Detection.
IEEE Trans. Neural Networks Learn. Syst.
Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel
2024 A* conf
LION : Empowering Multimodal Large Language Model with Dual-Level Visual Knowledge.
CVPR
Gongwei Chen, Leyang Shen, Rui Shao, Xiang Deng, Liqiang Nie
2024 A* conf
MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models.
NeurIPS
Leyang Shen, Gongwei Chen, Rui Shao, Weili Guan, Liqiang Nie
2024 J jnl
MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models.
CoRR
Leyang Shen, Gongwei Chen, Rui Shao, Weili Guan, Liqiang Nie
2024 A* conf
Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks.
NeurIPS
Zaijing Li, Yuquan Xie, Rui Shao, Gongwei Chen, Dongmei Jiang, Liqiang Nie
2024 J jnl
Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks.
CoRR
Zaijing Li, Yuquan Xie, Rui Shao, Gongwei Chen, Dongmei Jiang, Liqiang Nie
2024 J jnl
RoboMP
CoRR
Qi Lv, Hao Li, Xiang Deng, Rui Shao, Michael Yu Wang, Liqiang Nie
2024 A* conf
RoboMP2: A Robotic Multimodal Perception-Planning Framework with Multimodal Large Language Models.
ICML
Qi Lv, Hao Li, Xiang Deng, Rui Shao, Michael Yu Wang, Liqiang Nie
2024 J jnl
SPA-Bench: A Comprehensive Benchmark for SmartPhone Agent Evaluation.
CoRR
Jingxuan Chen, Derek Yuen, Bin Xie, Yuhao Yang, Gongwei Chen, Zhihao Wu, Li Yixing, Xurui Zhou, Weiwen Liu, Shuai Wang, Kaiwen Zhou, Rui Shao, Liqiang Nie, Yasheng Wang, Jianye Hao, Jun Wang, Kun Shao
2024 J jnl
Token-level Correlation-guided Compression for Efficient Multimodal Document Understanding.
CoRR
Renshan Zhang, Yibo Lyu, Rui Shao, Gongwei Chen, Weili Guan, Liqiang Nie
2023 J jnl
DeepFake-Adapter: Dual-Level Adapter for DeepFake Detection.
CoRR
Rui Shao, Tianxing Wu, Liqiang Nie, Ziwei Liu
2023 J jnl
Detecting and Grounding Multi-Modal Media Manipulation and Beyond.
CoRR
Rui Shao, Tianxing Wu, Jianlong Wu, Liqiang Nie, Ziwei Liu
2023 A* conf
Detecting and Grounding Multi-Modal Media Manipulation.
CVPR
Rui Shao, Tianxing Wu, Ziwei Liu
2023 J jnl
Detecting and Grounding Multi-Modal Media Manipulation.
CoRR
Rui Shao, Tianxing Wu, Ziwei Liu
2023 J jnl
LION : Empowering Multimodal Large Language Model with Dual-Level Visual Knowledge.
CoRR
Gongwei Chen, Leyang Shen, Rui Shao, Xiang Deng, Liqiang Nie
2023 J jnl
Robust Sequential DeepFake Detection.
CoRR
Rui Shao, Tianxing Wu, Ziwei Liu
2023 B conf
Tackling Model Mismatch with Mixup Regulated Test-Time Training.
DSAA
Bochao Zhang, Rui Shao, Jingda Du, Pong C. Yuen, Wei Luo
2022 — conf
Detecting and Recovering Sequential DeepFake Manipulation.
ECCV (13)
Rui Shao, Tianxing Wu, Ziwei Liu
2022 J jnl
Detecting and Recovering Sequential DeepFake Manipulation.
CoRR
Rui Shao, Tianxing Wu, Ziwei Liu
2022 J jnl
Mixup for Test-Time Training.
CoRR
Bochao Zhang, Rui Shao, Jingda Du, Pong C. Yuen
2022 J jnl
Open-Set Adversarial Defense with Clean-Adversarial Mutual Learning.
Int. J. Comput. Vis.
Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel
2022 J jnl
Open-set Adversarial Defense with Clean-Adversarial Mutual Learning.
CoRR
Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel
2021 J jnl
Federated Generalized Face Presentation Attack Detection.
CoRR
Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel
2021 B conf
Federated Test-Time Adaptive Face Presentation Attack Detection with Dual-Phase Privacy Preservation.
FG
Rui Shao, Bochao Zhang, Pong C. Yuen, Vishal M. Patel
2021 J jnl
Federated Test-Time Adaptive Face Presentation Attack Detection with Dual-Phase Privacy Preservation.
CoRR
Rui Shao, Bochao Zhang, Pong C. Yuen, Vishal M. Patel
2021 — conf
Focusing on Clinically Interpretable Features: Selective Attention Regularization for Liver Biopsy Image Classification.
MICCAI (5)
Chong Yin, Siqi Liu, Rui Shao, Pong C. Yuen
2020 J jnl
Federated Face Anti-spoofing.
CoRR
Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel
2020 — conf
Open-Set Adversarial Defense.
ECCV (17)
Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel
2020 J jnl
Open-set Adversarial Defense.
CoRR
Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel
2020 A* conf
Regularized Fine-Grained Meta Face Anti-Spoofing.
AAAI
Rui Shao, Xiangyuan Lan, Pong C. Yuen
2019 J jnl
Adversarial auto-encoder for unsupervised deep domain adaptation.
IET Image Process.
Rui Shao, Xiangyuan Lan
2019 J jnl
Joint Discriminative Learning of Deep Dynamic Textures for 3D Mask Face Anti-Spoofing.
IEEE Trans. Inf. Forensics Secur.
Rui Shao, Xiangyuan Lan, Pong C. Yuen
2019 J jnl
Learning Modality-Consistency Feature Templates: A Robust RGB-Infrared Tracking System.
IEEE Trans. Ind. Electron.
Xiangyuan Lan, Mang Ye, Rui Shao, Bineng Zhong, Pong C. Yuen, Huiyu Zhou
2019 A* conf
Multi-Adversarial Discriminative Deep Domain Generalization for Face Presentation Attack Detection.
CVPR
Rui Shao, Xiangyuan Lan, Jiawei Li, Pong C. Yuen
2019 J jnl
Online Non-Negative Multi-Modality Feature Template Learning for RGB-Assisted Infrared Tracking.
IEEE Access
Xiangyuan Lan, Mang Ye, Rui Shao, Bineng Zhong, Deepak Kumar Jain, Huiyu Zhou
2019 J jnl
Regularized Fine-grained Meta Face Anti-spoofing.
CoRR
Rui Shao, Xiangyuan Lan, Pong C. Yuen
2018 A* conf
Feature Constrained by Pixel: Hierarchical Adversarial Deep Domain Adaptation.
ACM Multimedia
Rui Shao, Xiangyuan Lan, Pong C. Yuen
2017 B conf
A competition on generalized software-based face presentation attack detection in mobile scenarios.
IJCB
Zinelabdine Boulkenafet, Jukka Komulainen, Zahid Akhtar, Azeddine Benlamoudi, Djamel Samai, Salah Eddine Bekhouche, Abdelkrim Ouafi, Fadi Dornaika, Abdelmalik Taleb-Ahmed, Le Qin, Fei Peng, L. B. Zhang, Min Long, Shruti Bhilare, Vivek Kanhangad, Artur Costa-Pazo, Esteban Vázquez-Fernández, Daniel Pérez-Cabo, J. J. Moreira-Perez, Daniel González-Jiménez, Amir Mohammadi, Sushil Bhattacharjee, Sébastien Marcel, Svetlana Volkova, Y. Tang, N. Abe, L. Li, X. Feng, Z. Xia, X. Jiang, S. Liu, Rui Shao, Pong C. Yuen, Waldir R. de Almeida, Fernanda A. Andaló, Rafael Padilha, Gabriel Bertocco, William Dias, Jacques Wainer, Ricardo da Silva Torres, Anderson Rocha, Marcus A. Angeloni, Guilherme Folego, Alan Godoy, Abdenour Hadid
2017 B conf
Deep convolutional dynamic texture learning with adaptive channel-discriminability for 3D mask face anti-spoofing.
IJCB
Rui Shao, Xiangyuan Lan, Pong C. Yuen