Shu-Tao Xia

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 345

Top Venues

Publications

Kuofeng Gao, Yang Bai, Jindong Gu, Shu-Tao Xia, Philip H. S. Torr, Zhifeng Li, Wei Liu
Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images. CoRR (2024)
Wenbo Yu, Hao Fang, Bin Chen, Xiaohang Sui, Chuan Chen, Hao Wu, Shu-Tao Xia, Ke Xu
GI-NAS: Boosting Gradient Inversion Attacks through Adaptive Neural Architecture Search. CoRR (2024)
Kuofeng Gao, Jiawang Bai, Baoyuan Wu, Mengxi Ya, Shu-Tao Xia
Imperceptible and Robust Backdoor Attack in 3D Point Cloud. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Tao Dai, Beiliang Wu, Peiyuan Liu, Naiqi Li, Jigang Bao, Yong Jiang, Shu-Tao Xia
Periodicity Decoupling Framework for Long-term Series Forecasting. ICLR (2024)
Kuofeng Gao, Jindong Gu, Yang Bai, Shu-Tao Xia, Philip H. S. Torr, Wei Liu, Zhifeng Li
Energy-Latency Manipulation of Multi-modal Large Language Models via Verbose Samples. CoRR (2024)
Jie Hao, Shu-Tao Xia, Kenneth W. Shum, Bin Chen, Fang-Wei Fu, Yixian Yang
Optimal ternary locally repairable codes. Des. Codes Cryptogr. 92 (9) (2024)
Yuting Wang, Jinpeng Wang, Bin Chen, Tao Dai, Ruisheng Luo, Shu-Tao Xia
GMMFormer v2: An Uncertainty-aware Framework for Partially Relevant Video Retrieval. CoRR (2024)
Yinghua Gao, Yiming Li, Xueluan Gong, Zhifeng Li, Shu-Tao Xia, Qian Wang
Backdoor Attack With Sparse and Invisible Trigger. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Hongwei Zhu, Shitao Li, Minjia Shi, Shu-Tao Xia, Patrick Solé
-symbol weight spectrum of codes. CoRR (2024)
Naiqi Li, Zhikang Xia, Yiming Li, Ercan E. Kuruoglu, Yong Jiang, Shu-Tao Xia
Portfolio Selection via Graph-Aware Gaussian Processes With Generalized Gaussian Likelihood. IEEE Trans. Artif. Intell. 5 (2) (2024)
Yujun Huang, Bin Chen, Naiqi Li, Baoyi An, Shu-Tao Xia, Yaowei Wang
MB-RACS: Measurement-Bounds-based Rate-Adaptive Image Compressed Sensing Network. CoRR (2024)
Kuofeng Gao, Yang Bai, Jindong Gu, Shu-Tao Xia, Philip Torr, Zhifeng Li, Wei Liu
Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images. ICLR (2024)
Weijun Fang, Jingjie Lv, Bin Chen, Shu-Tao Xia, Xiangyu Chen
New Constructions of MDS Array Codes and Optimal Locally Repairable Array Codes. IEEE Trans. Inf. Theory 70 (3) (2024)
Naiqi Li, Wenjie Li, Yinghua Gao, Yiming Li, Jigang Bao, Ercan E. Kuruoglu, Yong Jiang, Shu-Tao Xia
Node-Level Graph Regression With Deep Gaussian Process Models. IEEE Trans. Artif. Intell. 5 (6) (2024)
Bowen Zhao, Chen Chen, Qian-Wei Wang, Anfeng He, Shu-Tao Xia
Delving into Identify-Emphasize Paradigm for Combating Unknown Bias. Int. J. Comput. Vis. 132 (6) (2024)
Yushen Li, Jinpeng Wang, Tao Dai, Jieming Zhu, Jun Yuan, Rui Zhang, Shu-Tao Xia
RAT: Retrieval-Augmented Transformer for Click-Through Rate Prediction. CoRR (2024)
Taolin Zhang, Jiawang Bai, Zhihe Lu, Dongze Lian, Genping Wang, Xinchao Wang, Shu-Tao Xia
Parameter-Efficient and Memory-Efficient Tuning for Vision Transformer: A Disentangled Approach. CoRR (2024)
Mengxi Ya, Yiming Li, Tao Dai, Bin Wang, Yong Jiang, Shu-Tao Xia
Towards Faithful XAI Evaluation via Generalization-Limited Backdoor Watermark. ICLR (2024)
Jinmin Li, Tao Dai, Yaohua Zha, Yilu Luo, Longfei Lu, Bin Chen, Zhi Wang, Shu-Tao Xia, Jingyun Zhang
Invertible Residual Rescaling Models. CoRR (2024)
Jinpeng Wang, Ziyun Zeng, Bin Chen, Yuting Wang, Dongliang Liao, Gongfu Li, Yiru Wang, Shu-Tao Xia
Hugs Bring Double Benefits: Unsupervised Cross-Modal Hashing with Multi-granularity Aligned Transformers. Int. J. Comput. Vis. 132 (8) (2024)
Xiang Liu, Jiahong Chen, Bin Chen, Zimo Liu, Baoyi An, Shu-Tao Xia
Fast Implicit Neural Representation Image Codec in Resource-limited Devices. CoRR (2024)
Jinmin Li, Tao Dai, Jingyun Zhang, Kang Liu, Jun Wang, Shaoming Wang, Shu-Tao Xia, Rizen Guo
Boundary-aware Decoupled Flow Networks for Realistic Extreme Rescaling. CoRR (2024)
Bolin Jiang, Yuqiu Xie, Jiawei Li, Naiqi Li, Yong Jiang, Shu-Tao Xia
CAGEN: Controllable Anomaly Generator using Diffusion Model. ICASSP (2024)
Qian-Wei Wang, Bowen Zhao, Mingyan Zhu, Tianxiang Li, Zimo Liu, Shu-Tao Xia
Controller-Guided Partial Label Consistency Regularization with Unlabeled Data. AAAI (2024)
Yaohua Zha, Naiqi Li, Yanzi Wang, Tao Dai, Hang Guo, Bin Chen, Zhi Wang, Zhihao Ouyang, Shu-Tao Xia
LCM: Locally Constrained Compact Point Cloud Model for Masked Point Modeling. CoRR (2024)
Hao Fang, Jiawei Kong, Bin Chen, Tao Dai, Hao Wu, Shu-Tao Xia
CLIP-Guided Networks for Transferable Targeted Attacks. CoRR (2024)
Jinpeng Wang, Bin Chen, Qiang Zhang, Zaiqiao Meng, Shangsong Liang, Shu-Tao Xia
Weakly Supervised Deep Hyperspherical Quantization for Image Retrieval. CoRR (2024)
Yuting Wang, Jinpeng Wang, Bin Chen, Ziyun Zeng, Shu-Tao Xia
GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient Partially Relevant Video Retrieval. AAAI (2024)
Hao Fang, Yixiang Qiu, Hongyao Yu, Wenbo Yu, Jiawei Kong, Baoli Chong, Bin Chen, Xuan Wang, Shu-Tao Xia
Privacy Leakage on DNNs: A Survey of Model Inversion Attacks and Defenses. CoRR (2024)
Yuang Peng, Yuxin Cui, Haomiao Tang, Zekun Qi, Runpei Dong, Jing Bai, Chunrui Han, Zheng Ge, Xiangyu Zhang, Shu-Tao Xia
DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation. CoRR (2024)
Xinhao Zhong, Hao Fang, Bin Chen, Xulin Gu, Tao Dai, Meikang Qiu, Shu-Tao Xia
Hierarchical Features Matter: A Deep Exploration of GAN Priors for Improved Dataset Distillation. CoRR (2024)
Yaohua Zha, Yanzi Wang, Tao Dai, Shu-Tao Xia
Pre-training Point Cloud Compact Model with Partial-aware Reconstruction. CoRR (2024)
Peiyuan Liu, Hang Guo, Tao Dai, Naiqi Li, Jigang Bao, Xudong Ren, Yong Jiang, Shu-Tao Xia
Taming Pre-trained LLMs for Generalised Time Series Forecasting via Cross-modal Knowledge Distillation. CoRR (2024)
Yaohua Zha, Huizhen Ji, Jinmin Li, Rongsheng Li, Tao Dai, Bin Chen, Zhi Wang, Shu-Tao Xia
Towards Compact 3D Representations via Point Feature Enhancement Masked Autoencoders. AAAI (2024)
Jinmin Li, Kuofeng Gao, Yang Bai, Jingyun Zhang, Shu-Tao Xia
Video Watermarking: Safeguarding Your Video from (Unauthorized) Annotations by Video-based LLMs. CoRR (2024)
Yiming Li, Yong Jiang, Zhifeng Li, Shu-Tao Xia
Backdoor Learning: A Survey. IEEE Trans. Neural Networks Learn. Syst. 35 (1) (2024)
Yuqi Tan, Yuang Peng, Hao Fang, Bin Chen, Shu-Tao Xia
WaterDiff: Perceptual Image Watermarks Via Diffusion Model. ICASSP (2024)
Ziyun Zeng, Jinpeng Wang, Bin Chen, Tao Dai, Shu-Tao Xia, Zhi Wang
Pyramid hybrid pooling quantization for efficient fine-grained image retrieval. Pattern Recognit. Lett. 178 (2024)
Hang Guo, Jinmin Li, Tao Dai, Zhihao Ouyang, Xudong Ren, Shu-Tao Xia
MambaIR: A Simple Baseline for Image Restoration with State-Space Model. CoRR (2024)
Yushen Li, Jinpeng Wang, Tao Dai, Jieming Zhu, Jun Yuan, Rui Zhang, Shu-Tao Xia
RAT: Retrieval-Augmented Transformer for Click-Through Rate Prediction. WWW (Companion Volume) (2024)
Tao Dai, Mengxi Ya, Jinmin Li, Xinyi Zhang, Shu-Tao Xia, Zexuan Zhu
CFGN: A Lightweight Context Feature Guided Network for Image Super-Resolution. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Taolin Zhang, Sunan He, Tao Dai, Zhi Wang, Bin Chen, Shu-Tao Xia
Vision-Language Pre-training with Object Contrastive Learning for 3D Scene Understanding. AAAI (2024)
Kuofeng Gao, Yang Bai, Jiawang Bai, Yong Yang, Shu-Tao Xia
Adversarial Robustness for Visual Grounding of Multimodal Large Language Models. CoRR (2024)
Peiyuan Liu, Beiliang Wu, Naiqi Li, Tao Dai, Fengmao Lei, Jigang Bao, Yong Jiang, Shu-Tao Xia
WFTNet: Exploiting Global and Local Periodicity in Long-Term Time Series Forecasting. ICASSP (2024)
Qian-Wei Wang, Yuqiu Xie, Letian Zhang, Zimo Liu, Shu-Tao Xia
Pre-Trained Vision-Language Models as Partial Annotators. CoRR (2024)
Yixiang Qiu, Hao Fang, Hongyao Yu, Bin Chen, Meikang Qiu, Shu-Tao Xia
A Closer Look at GAN Priors: Exploiting Intermediate Features for Enhanced Model Inversion Attacks. CoRR (2024)
Ziyun Zeng, Yuying Ge, Xihui Liu, Bin Chen, Ping Luo, Shu-Tao Xia, Yixiao Ge
Learning Transferable Spatiotemporal Representations from Natural Script Knowledge. CVPR (2023)
Chengxiao Luo, Yiming Li, Yong Jiang, Shu-Tao Xia
Untargeted Backdoor Attack Against Object Detection. ICASSP (2023)
Peiyuan Liu, Beiliang Wu, Naiqi Li, Tao Dai, Fengmao Lei, Jigang Bao, Yong Jiang, Shu-Tao Xia
WFTNet: Exploiting Global and Local Periodicity in Long-term Time Series Forecasting. CoRR (2023)
Yiming Li, Mengxi Ya, Yang Bai, Yong Jiang, Shu-Tao Xia
BackdoorBox: A Python Toolbox for Backdoor Learning. CoRR (2023)
Bowen Zhao, Chen Chen, Shu-Tao Xia
Delta: Degradation-Free Fully Test-Time Adaptation. ICLR (2023)
Sheng Yang, Yiming Li, Yong Jiang, Shu-Tao Xia
Backdoor Defense via Suppressing Model Shortcuts. ICASSP (2023)
Tong Xu, Yiming Li, Yong Jiang, Shu-Tao Xia
BATT: Backdoor Attack with Transformation-Based Triggers. ICASSP (2023)
Weijun Fang, Bin Chen, Shu-Tao Xia, Fang-Wei Fu, Xiangyu Chen
Perfect LRCs and k-optimal LRCs. Des. Codes Cryptogr. 91 (4) (2023)
Junfeng Guo, Yiming Li, Lixu Wang, Shu-Tao Xia, Heng Huang, Cong Liu, Bo Li
Domain Watermark: Effective and Harmless Dataset Copyright Protection is Closed at Hand. NeurIPS (2023)
Xinyi Zhang, Naiqi Li, Jiawei Li, Tao Dai, Yong Jiang, Shu-Tao Xia
Unsupervised Surface Anomaly Detection with Diffusion Probabilistic Model. ICCV (2023)
Bowen Zhao, Chen Chen, Qian-Wei Wang, Anfeng He, Shu-Tao Xia
Delving into Identify-Emphasize Paradigm for Combating Unknown Bias. CoRR (2023)
Sunan He, Taian Guo, Tao Dai, Ruizhi Qiao, Xiujun Shu, Bo Ren, Shu-Tao Xia
Open-Vocabulary Multi-Label Classification via Multi-Modal Knowledge Transfer. AAAI (2023)
Jingjie Lv, Weijun Fang, Bin Chen, Shu-Tao Xia, Xiangyu Chen
Binary MDS Array Codes with Flexible Array Dimensions and Their Fast Encoding. ISIT (2023)
Guanhao Gan, Yiming Li, Dongxian Wu, Shu-Tao Xia
Towards Robust Model Watermark via Reducing Parametric Vulnerability. ICCV (2023)
Yaohua Zha, Jinpeng Wang, Tao Dai, Bin Chen, Zhi Wang, Shu-Tao Xia
Instance-aware Dynamic Prompt Tuning for Pre-trained Point Cloud Models. ICCV (2023)
Guanghao Meng, Tao Dai, Bin Chen, Naiqi Li, Yong Jiang, Shu-Tao Xia
Difficulty-Aware Data Augmentor for Scene Text Recognition. ICASSP (2023)
Yuting Wang, Jinpeng Wang, Bin Chen, Ziyun Zeng, Shu-Tao Xia
GMMFormer: Gaussian-Mixture-Model based Transformer for Efficient Partially Relevant Video Retrieval. CoRR (2023)
Hao Fang, Bin Chen, Xuan Wang, Zhi Wang, Shu-Tao Xia
GIFD: A Generative Gradient Inversion Method with Feature Domain Optimization. CoRR (2023)
Hang Guo, Tao Dai, Mingyan Zhu, Guanghao Meng, Bin Chen, Zhi Wang, Shu-Tao Xia
One-stage Low-resolution Text Recognition with High-resolution Knowledge Transfer. CoRR (2023)
Jinpeng Wang, Ziyun Zeng, Yunxiao Wang, Yuting Wang, Xingyu Lu, Tianxiang Li, Jun Yuan, Rui Zhang, Hai-Tao Zheng, Shu-Tao Xia
MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation. ACM Multimedia (2023)
Jiawang Bai, Baoyuan Wu, Zhifeng Li, Shu-Tao Xia
Versatile Weight Attack via Flipping Limited Bits. IEEE Trans. Pattern Anal. Mach. Intell. 45 (11) (2023)
Kuofeng Gao, Yang Bai, Jindong Gu, Yong Yang, Shu-Tao Xia
Backdoor Defense via Adaptively Splitting Poisoned Dataset. CoRR (2023)
Jinmin Li, Tao Dai, Mingyan Zhu, Bin Chen, Zhi Wang, Shu-Tao Xia
FSR: A General Frequency-Oriented Framework to Accelerate Image Super-resolution Networks. AAAI (2023)
Jinpeng Wang, Ziyun Zeng, Yunxiao Wang, Yuting Wang, Xingyu Lu, Tianxiang Li, Jun Yuan, Rui Zhang, Hai-Tao Zheng, Shu-Tao Xia
MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation. CoRR (2023)
Jianshuo Dong, Han Qiu, Yiming Li, Tianwei Zhang, Yuanjie Li, Zeqi Lai, Chao Zhang, Shu-Tao Xia
One-bit Flip is All You Need: When Bit-flip Attack Meets Model Training. ICCV (2023)
Weijun Fang, Fang-Wei Fu, Bin Chen, Shu-Tao Xia
Singleton-optimal LRCs and perfect LRCs via cyclic and constacyclic codes. Finite Fields Their Appl. 91 (2023)
Yuting Wang, Jinpeng Wang, Bin Chen, Ziyun Zeng, Shu-Tao Xia
Contrastive Masked Autoencoders for Self-Supervised Video Hashing. AAAI (2023)
Yaohua Zha, Jinpeng Wang, Tao Dai, Bin Chen, Zhi Wang, Shu-Tao Xia
Instance-aware Dynamic Prompt Tuning for Pre-trained Point Cloud Models. CoRR (2023)
Yujun Huang, Bin Chen, Shiyu Qin, Jiawei Li, Yaowei Wang, Tao Dai, Shu-Tao Xia
Learned Distributed Image Compression with Multi-Scale Patch Matching in Feature Domain. AAAI (2023)
Tianxiang Li, Bin Chen, Qian-Wei Wang, Yujun Huang, Shu-Tao Xia
LKBQ: Pushing the Limit of Post-Training Quantization to Extreme 1 bit. ICIP (2023)
Jianyu Xiong, Tao Dai, Yaohua Zha, Xin Wang, Shu-Tao Xia
Semantic Preserving Learning for Task-Oriented Point Cloud Downsampling. ICASSP (2023)
Hao Fang, Bin Chen, Xuan Wang, Zhi Wang, Shu-Tao Xia
GIFD: A Generative Gradient Inversion Method with Feature Domain Optimization. ICCV (2023)
Jingjie Lv, Weijun Fang, Xiangyu Chen, Jing Yang, Shu-Tao Xia
New Constructions of q-Ary MDS Array Codes With Multiple Parities and Their Effective Decoding. IEEE Trans. Inf. Theory 69 (11) (2023)
Jiajun Fan, Yuzheng Zhuang, Yuecheng Liu, Jianye Hao, Bin Wang, Jiangcheng Zhu, Hao Wang, Shu-Tao Xia
Learnable Behavior Control: Breaking Atari Human World Records via Sample-Efficient Behavior Selection. ICLR (2023)
Shiyu Qin, Bin Chen, Yujun Huang, Baoyi An, Tao Dai, Shu-Tao Xia
Perceptual Image Compression with Cooperative Cross-Modal Side Information. CoRR (2023)
Yaohua Zha, Huizhen Ji, Jinmin Li, Rongsheng Li, Tao Dai, Bin Chen, Zhi Wang, Shu-Tao Xia
Towards Compact 3D Representations via Point Feature Enhancement Masked Autoencoders. CoRR (2023)
Yinghua Gao, Yiming Li, Xueluan Gong, Shu-Tao Xia, Qian Wang
Backdoor Attack with Sparse and Invisible Trigger. CoRR (2023)
Yinghua Gao, Yiming Li, Linghui Zhu, Dongxian Wu, Yong Jiang, Shu-Tao Xia
Not All Samples Are Born Equal: Towards Effective Clean-Label Backdoor Attacks. Pattern Recognit. 139 (2023)
Hang Guo, Tao Dai, Yuanchao Bai, Bin Chen, Shu-Tao Xia, Zexuan Zhu
AdaptIR: Parameter Efficient Multi-task Adaptation for Pre-trained Image Restoration Models. CoRR (2023)
Weijun Fang, Fang-Wei Fu, Bin Chen, Shu-Tao Xia
Singleton-Optimal LRCs and Perfect LRCs via Cyclic and Constacyclic Codes. CoRR (2023)
Chen-Hui Song, Xi Xiao, Bin Zhang, Shu-Tao Xia
Follow the Will of the Market: A Context-Informed Drift-Aware Method for Stock Prediction. CIKM (2023)
Wenbo Yu, Bin Chen, Qinshan Zhang, Shu-Tao Xia
Editable-DeepSC: Cross-Modal Editable Semantic Communication Systems. CoRR (2023)
Yang Bai, Yisen Wang, Yuyuan Zeng, Yong Jiang, Shu-Tao Xia
Query efficient black-box adversarial attack on deep neural networks. Pattern Recognit. 133 (2023)
Hang Guo, Tao Dai, Mingyan Zhu, Guanghao Meng, Bin Chen, Zhi Wang, Shu-Tao Xia
One-stage Low-resolution Text Recognition with High-resolution Knowledge Transfer. ACM Multimedia (2023)
Hang Guo, Tao Dai, Guanghao Meng, Shu-Tao Xia
Towards Robust Scene Text Image Super-resolution via Explicit Location Enhancement. CoRR (2023)
Kuofeng Gao, Jiawang Bai, Bin Chen, Dongxian Wu, Shu-Tao Xia
Backdoor Attack on Hash-based Image Retrieval via Clean-label Data Poisoning. BMVC (2023)
Shiyu Qin, Yimin Zhou, Jinpeng Wang, Bin Chen, Baoyi An, Tao Dai, Shu-Tao Xia
Progressive Learning with Visual Prompt Tuning for Variable-Rate Image Compression. CoRR (2023)
Jiajun Fan, Yuzheng Zhuang, Yuecheng Liu, Jianye Hao, Bin Wang, Jiangcheng Zhu, Hao Wang, Shu-Tao Xia
Learnable Behavior Control: Breaking Atari Human World Records via Sample-Efficient Behavior Selection. CoRR (2023)
Bowen Zhao, Chen Chen, Shu-Tao Xia
DELTA: degradation-free fully test-time adaptation. CoRR (2023)
Xinyi Zhang, Tao Dai, Bin Chen, Shu-Tao Xia
DDA: A Dynamic Difficulty-aware Data Augmenter for Image Super-resolution. IJCNN (2023)
Kuofeng Gao, Yang Bai, Jindong Gu, Yong Yang, Shu-Tao Xia
Backdoor Defense via Adaptively Splitting Poisoned Dataset. CVPR (2023)
Yaohua Zha, Rongsheng Li, Tao Dai, Jianyu Xiong, Xin Wang, Shu-Tao Xia
SFR: Semantic-Aware Feature Rendering of Point Cloud. ICASSP (2023)
Hang Guo, Tao Dai, Guanghao Meng, Shu-Tao Xia
Towards Robust Scene Text Image Super-resolution via Explicit Location Enhancement. IJCAI (2023)
Yiming Li, Mingyan Zhu, Xue Yang, Yong Jiang, Tao Wei, Shu-Tao Xia
Black-Box Dataset Ownership Verification via Backdoor Watermarking. IEEE Trans. Inf. Forensics Secur. 18 (2023)

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Publication Activity (10 Years)

Top Topics

Top Venues

Shu-Tao Xia