Shu-Tao Xia

75 papers at tracked venues · 63 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×12 CVPR ×9 ICLR ×8 ACL ×7 NeurIPS ×7 IJCAI ×5 ACM MM ×4 ECCV ×4 ICCV ×4 ICML ×4 WWW ×4 EMNLP ×2 SIGIR ×2 SIGKDD ×2 ICRA ×1

Frequent coauthors

Bin Chen

×39

Tao Dai

×36

Jinpeng Wang

×16

Yaohua Zha

×13

Hao Fang

×13

Naiqi Li

×12

Hang Guo

×11

Kuofeng Gao

×10

Yaowei Wang

×8

Peiyuan Liu

×7

Yixiang Qiu

×6

Hongyao Yu

×6

Papers

C-ReD: A Comprehensive Chinese Benchmark for AI-Generated Text Detection Derived from Real-World Prompts
ACL 2026 ·
Chenxi Qing
,
Junxi Wu
,
Zheng Liu
,
Yixiang Qiu
,
Hongyao Yu
,
Bin Chen
,
Hao Wu
, Shu-Tao Xia
CASL: Curvature-Augmented Self-supervised Learning for 3D Anomaly Detection
AAAI 2026 ·
Yaohua Zha
,
Xue Yuerong
,
Chunlin Fan
,
Yuansong Wang
,
Tao Dai
,
Ke Chen
, Shu-Tao Xia
FEDIN: Frequency-Enhanced Deep Interest Network for Click-Through Rate Prediction
SIGIR 2026 ·
Zenan Dai
,
Jinpeng Wang
,
Junwei Pan
,
Dapeng Liu
,
Lei Xiao
, Shu-Tao Xia
From Verbatim to Gist: Distilling Pyramidal Multimodal Memory via Semantic Information Bottleneck for Long-Horizon Video Agents
ACL 2026 ·
Niu Lian
,
Yuting Wang
,
Hanshu Yao
,
Jinpeng Wang
,
Bin Chen
,
Yaowei Wang
,
Min Zhang
, Shu-Tao Xia
Heterogeneous Uncertainty-Guided Composed Image Retrieval with Fine-Grained Probabilistic Learning
AAAI 2026 ·
Haomiao Tang
,
Jinpeng Wang
,
Minyi Zhao
,
Guanghao Meng
,
Ruisheng Luo
,
Long Chen
, Shu-Tao Xia
Improving Deepfake Detection with Reinforcement Learning-Based Adaptive Data Augmentation
AAAI 2026 ·
Yuxuan Chou
,
Tao Yu
,
Wen Huang
,
Yuheng Zhang
,
Tao Dai
, Shu-Tao Xia
Infinite Babble: Inflating 3D Vision-Language Model Inference Overhead via Adversarial Geometric Perturbation
ACL 2026 ·
Shuoyang Sun
,
Jiaxin Hong
,
Yv Zhang
,
Kuofeng Gao
,
Hao Fang
,
Fan Mo
,
Bin Chen
, Shu-Tao Xia
MoE-LC: General-Purpose Lossless Compression for Multi-modal Data via Entropy-Aware Multi-Experts
WWW 2026 ·
Zeyi Lu
,
Xiaoxiao Ma
,
Yujun Huang
,
Minxiao Chen
,
Bin Chen
, Shu-Tao Xia
Rank Matters: Understanding and Defending Model Inversion Attacks via Low-Rank Feature Filtering
SIGKDD 2026 ·
Hongyao Yu
,
Yixiang Qiu
,
Hao Fang
,
Tianqu Zhuang
,
Bin Chen
,
Sijin Yu
,
Bin Wang
, Shu-Tao Xia,
Ke Xu
Retrievals Can Be Detrimental: Unveiling the Backdoor Vulnerability of Retrieval-Augmented Diffusion Models
ACL 2026 ·
Hao Fang
,
Xiaohang Sui
,
Hongyao Yu
,
Kuofeng Gao
,
Jiawei Kong
,
Sijin Yu
,
Bin Chen
, Shu-Tao Xia
Vertical Semi-Federated Learning for Efficient Online Advertising
WWW 2026 ·
Wenjie Li
, Shu-Tao Xia,
Jiangke Fan
,
Teng Zhang
,
Xingxing Wang
When Efficiency Meets Safety: A Benchmark Security Analysis of KV Cache Compression in Large Language Models
ACL 2026 ·
Xiaoxiao Ma
,
Kuofeng Gao
,
Zeyi Lu
,
Wenxi Jiang
,
Hao Fang
,
Hao Wu
,
Bin Chen
, Shu-Tao Xia
3D-LMVIC: Learning-based Multi-View Image Compression with 3D Gaussian Geometric Priors
ICML 2025 ·
Yujun Huang
,
Bin Chen
,
Niu Lian
,
Xin Wang
,
Baoyi An
,
Tao Dai
, Shu-Tao Xia
Adapting Pre-trained 3D Models for Point Cloud Video Understanding via Cross-frame Spatio-temporal Perception
CVPR 2025 ·
Baixuan Lv
,
Yaohua Zha
,
Tao Dai
,
Xue Yuerong
,
Ke Chen
, Shu-Tao Xia
An Exploration with Entropy Constrained 3D Gaussians for 2D Video Compression
ICLR 2025 ·
Xiang Liu
,
Bin Chen
,
Zimo Liu
,
Yaowei Wang
, Shu-Tao Xia
AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing
CVPR 2025 ·
Niu Lian
,
Jun Li
,
Jinpeng Wang
,
Ruisheng Luo
,
Yaowei Wang
, Shu-Tao Xia,
Bin Chen
Benchmarking Open-ended Audio Dialogue Understanding for Large Audio-Language Models
ACL 2025 ·
Kuofeng Gao
, Shutao Xia,
Ke Xu
,
Philip Torr
,
Jindong Gu
CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning
AAAI 2025 ·
Peiyuan Liu
,
Hang Guo
,
Tao Dai
,
Naiqi Li
,
Jigang Bao
,
Xudong Ren
,
Yong Jiang
, Shu-Tao Xia
Cassic: Towards Content-Adaptive State-Space Models for Learned Image Compression
ICCV 2025 ·
Shiyu Qin
,
Jinpeng Wang
,
Yimin Zhou
,
Bin Chen
,
Tianci Luo
,
Baoyi An
,
Tao Dai
, Shu-Tao Xia,
Yaowei Wang
Diffusion Prior Interpolation for Flexibility Real-World Face Super-Resolution
AAAI 2025 ·
Jiarui Yang
,
Tao Dai
,
Yufei Zhu
,
Naiqi Li
,
Jinmin Li
, Shu-Tao Xia
DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation
ICLR 2025 ·
Yuang Peng
,
Yuxin Cui
,
Haomiao Tang
,
Zekun Qi
,
Runpei Dong
,
Jing Bai
,
Chunrui Han
,
Zheng Ge
,
Xiangyu Zhang
, Shu-Tao Xia
EDPC: Accelerating Lossless Compression via Lightweight Probability Models and Decoupled Parallel Dataflow
ACM MM 2025 ·
Zeyi Lu
,
Xiaoxiao Ma
,
Yujun Huang
,
Minxiao Chen
,
Bin Chen
,
Baoyi An
, Shu-Tao Xia
Efficient Differentiable Approximation of Generalized Low-rank Regularization
IJCAI 2025 ·
Naiqi Li
,
Yuqiu Xie
,
Peiyuan Liu
,
Tao Dai
,
Yong Jiang
, Shutao Xia
Efficient Self-Supervised Video Hashing with Selective State Spaces
AAAI 2025 ·
Jinpeng Wang
,
Niu Lian
,
Jun Li
,
Yuting Wang
,
Yan Feng
,
Bin Chen
,
Yongbing Zhang
, Shu-Tao Xia
Embracing Collaboration Over Competition: Condensing Multiple Prompts for Visual In-Context Learning
CVPR 2025 ·
Jinpeng Wang
,
Tianci Luo
,
Yaohua Zha
,
Yan Feng
,
Ruisheng Luo
,
Bin Chen
,
Tao Dai
,
Long Chen
,
Yaowei Wang
, Shu-Tao Xia
Enhancing Partially Relevant Video Retrieval with Hyperbolic Learning
ICCV 2025 ·
Jun Li
,
Jinpeng Wang
,
Chaolei Tan
,
Niu Lian
,
Long Chen
,
Yaowei Wang
,
Min Zhang
, Shu-Tao Xia,
Bin Chen
Error-quantified Conformal Inference for Time Series
ICLR 2025 ·
Junxi Wu
,
Dongjian Hu
,
Yajie Bao
, Shu-Tao Xia,
Changliang Zou
Expert-Enhanced Masked Point Modeling for Point Cloud Self-Supervised Learning
ICRA 2025 ·
Yujun Liu
,
Yaohua Zha
,
Naiqi Li
,
Tao Dai
,
Bin Chen
, Shu-Tao Xia
FastVAR: Linear Visual Autoregressive Modeling Via Cached Token Pruning
ICCV 2025 ·
Hang Guo
,
Yawei Li
,
Taolin Zhang
,
Jiangshan Wang
,
Tao Dai
, Shu-Tao Xia,
Luca Benini
GCD-Sampling: A General Cross-scale Decoupled Sampling for Point Cloud
AAAI 2025 ·
Tao Dai
,
Yanzi Wang
,
Jianyu Xiong
,
Yaohua Zha
, Shu-Tao Xia,
Zexuan Zhu
Going Beyond Feature Similarity: Effective Dataset distillation based on Class-aware Conditional Mutual Information
ICLR 2025 ·
Xinhao Zhong
,
Bin Chen
,
Hao Fang
,
Xulin Gu
, Shu-Tao Xia,
En-Hui Yang
Grounding Language with Vision: A Conditional Mutual Information Calibrated Decoding Strategy for Reducing Hallucinations in LVLMs
NeurIPS 2025 ·
Hao Fang
,
Changle Zhou
,
Jiawei Kong
,
Kuofeng Gao
,
Bin Chen
,
Tao Liang
,
Guojun Ma
, Shu-Tao Xia
Hierarchical Features Matter: A Deep Exploration of Progressive Parameterization Method for Dataset Distillation
CVPR 2025 ·
Xinhao Zhong
,
Hao Fang
,
Bin Chen
,
Xulin Gu
,
Meikang Qiu
,
Shuhan Qi
, Shu-Tao Xia
ICAS: Detecting Training Data from Autoregressive Image Generative Models
ACM MM 2025 ·
Hongyao Yu
,
Yixiang Qiu
,
Yiheng Yang
,
Hao Fang
,
Tianqu Zhuang
,
Jiaxin Hong
,
Bin Chen
,
Hao Wu
, Shu-Tao Xia
IntLoRA: Integral Low-rank Adaptation of Quantized Diffusion Models
ICML 2025 ·
Hang Guo
,
Yawei Li
,
Tao Dai
, Shu-Tao Xia,
Luca Benini
MERA: Mixture of Experts with Retrieval-Augmented Representation for Modeling Diversified Stock Patterns
WWW 2025 ·
YuJun Liu
,
Chen-Hui Song
,
Peiyuan Liu
,
Naiqi Li
,
Tao Dai
,
Jigang Bao
,
Yong Jiang
, Shu-Tao Xia
MambaIRv2: Attentive State Space Restoration
CVPR 2025 ·
Hang Guo
,
Yong Guo
,
Yaohua Zha
,
Yulun Zhang
,
Wenbo Li
,
Tao Dai
, Shu-Tao Xia,
Yawei Li
MoSEs: Uncertainty-Aware AI-Generated Text Detection via Mixture of Stylistics Experts with Conditional Thresholds
EMNLP 2025 ·
Junxi Wu
,
Jinpeng Wang
,
Zheng Liu
,
Bin Chen
,
Dongjian Hu
,
Hao Wu
, Shu-Tao Xia
Modeling Uncertainty in Composed Image Retrieval via Probabilistic Embeddings
ACL 2025 ·
Haomiao Tang
,
Jinpeng Wang
,
Yuang Peng
,
Guanghao Meng
,
Ruisheng Luo
,
Bin Chen
,
Long Chen
,
Yaowei Wang
, Shutao Xia
One Perturbation is Enough: On Generating Universal Adversarial Perturbations Against Vision-Language Pre-Training Models
ICCV 2025 ·
Hao Fang
,
Jiawei Kong
,
Wenbo Yu
,
Bin Chen
,
Jiawei Li
,
Hao Wu
, Shu-Tao Xia,
Ke Xu
PMA: Towards Parameter-Efficient Point Cloud Understanding via Point Mamba Adapter
CVPR 2025 ·
Yaohua Zha
,
Yanzi Wang
,
Hang Guo
,
Jinpeng Wang
,
Tao Dai
,
Bin Chen
,
Zhihao Ouyang
,
Xue Yuerong
,
Ke Chen
, Shu-Tao Xia
Point Cloud Mixture-of-Domain-Experts Model for 3D Self-supervised Learning
IJCAI 2025 ·
Yaohua Zha
,
Tao Dai
,
Hang Guo
,
Yanzi Wang
,
Bin Chen
,
Ke Chen
, Shu-Tao Xia
Pre-Trained Vision-Language Models as Noisy Partial Annotators
AAAI 2025 ·
Qian-Wei Wang
,
Yuqiu Xie
,
Letian Zhang
,
Zimo Liu
, Shu-Tao Xia
Protecting Your Video Content: Disrupting Automated Video-based LLM Annotations
CVPR 2025 ·
Haitong Liu
,
Kuofeng Gao
,
Yang Bai
,
Jinmin Li
,
Jinxiao Shan
,
Tao Dai
, Shu-Tao Xia
ROMA: Recommendation-Oriented Language Model Adaptation Using Multi-Modal Multi-Domain Item Sequences
SIGKDD 2025 ·
Xingyu Lu
,
Jinpeng Wang
,
Jieming Zhu
,
Zhicheng Zhang
,
Deqing Zou
,
Hai-Tao Zheng
, Shu-Tao Xia,
Rui Zhang
Stealthy Shield Defense: A Conditional Mutual Information-Based Approach against Black-Box Model Inversion Attacks
ICLR 2025 ·
Tianqu Zhuang
,
Hongyao Yu
,
Yixiang Qiu
,
Hao Fang
,
Bin Chen
, Shu-Tao Xia
TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting
ICML 2025 ·
Peiyuan Liu
,
Beiliang Wu
,
Yifan Hu
,
Naiqi Li
,
Tao Dai
,
Jigang Bao
, Shu-Tao Xia
TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting
ICML 2025 ·
Yifan Hu
,
Guibin Zhang
,
Peiyuan Liu
,
Disen Lan
,
Naiqi Li
,
Dawei Cheng
,
Tao Dai
, Shu-Tao Xia,
Shirui Pan
Your Language Model Can Secretly Write Like Humans: Contrastive Paraphrase Attacks on LLM-Generated Text Detectors
EMNLP 2025 ·
Hao Fang
,
Jiawei Kong
,
Tianqu Zhuang
,
Yixiang Qiu
,
Kuofeng Gao
,
Bin Chen
, Shu-Tao Xia,
Yaowei Wang
,
Min Zhang
A Closer Look at GAN Priors: Exploiting Intermediate Features for Enhanced Model Inversion Attacks
ECCV 2024 ·
Yixiang Qiu
,
Hao Fang
,
Hongyao Yu
,
Bin Chen
,
Mei Kang Qiu
, Shu-Tao Xia
BadCLIP: Trigger-Aware Prompt Learning for Backdoor Attacks on CLIP
CVPR 2024 ·
Jiawang Bai
,
Kuofeng Gao
,
Shaobo Min
, Shu-Tao Xia,
Zhifeng Li
,
Wei Liu
BoostAdapter: Improving Vision-Language Test-Time Adaptation via Regional Bootstrapping
NeurIPS 2024 ·
Taolin Zhang
,
Jinpeng Wang
,
Hang Guo
,
Tao Dai
,
Bin Chen
, Shu-Tao Xia
Boundary-aware Decoupled Flow Networks for Realistic Extreme Rescaling
IJCAI 2024 ·
Jinmin Li
,
Tao Dai
,
Jingyun Zhang
,
Kang Liu
,
Jun Wang
,
Shaoming Wang
, Shu-Tao Xia,
Rizen Guo
CLIP-Guided Generative Networks for Transferable Targeted Adversarial Attacks
ECCV 2024 ·
Hao Fang
,
Jiawei Kong
,
Bin Chen
,
Tao Dai
,
Hao Wu
, Shu-Tao Xia
Controller-Guided Partial Label Consistency Regularization with Unlabeled Data
AAAI 2024 ·
Qian-Wei Wang
,
Bowen Zhao
,
Mingyan Zhu
,
Tianxiang Li
,
Zimo Liu
, Shu-Tao Xia
DDN: Dual-domain Dynamic Normalization for Non-stationary Time Series Forecasting
NeurIPS 2024 ·
Tao Dai
,
Beiliang Wu
,
Peiyuan Liu
,
Naiqi Li
,
Xue Yuerong
, Shu-Tao Xia,
Zexuan Zhu
Everyday Object Meets Vision-and-Language Navigation Agent via Backdoor
NeurIPS 2024 ·
Keji He
,
Kehan Chen
,
Jiawang Bai
,
Yan Huang
,
Qi Wu
, Shu-Tao Xia,
Liang Wang
GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient Partially Relevant Video Retrieval
AAAI 2024 ·
Yuting Wang
,
Jinpeng Wang
,
Bin Chen
,
Ziyun Zeng
, Shu-Tao Xia
GladCoder: Stylized QR Code Generation with Grayscale-Aware Denoising Process
IJCAI 2024 ·
Yuqiu Xie
,
Bolin Jiang
,
Jiawei Li
,
Naiqi Li
,
Bin Chen
,
Tao Dai
,
Yuang Peng
, Shu-Tao Xia
IGSPAD: Inverting 3D Gaussian Splatting for Pose-agnostic Anomaly Detection
ACM MM 2024 ·
Bolin Jiang
,
Yuqiu Xie
,
Jiawei Li
,
Naiqi Li
,
Bin Chen
, Shu-Tao Xia
Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images
ICLR 2024 ·
Kuofeng Gao
,
Yang Bai
,
Jindong Gu
, Shu-Tao Xia,
Philip Torr
,
Zhifeng Li
,
Wei Liu
Invertible Residual Rescaling Models
IJCAI 2024 ·
Jinmin Li
,
Tao Dai
,
Yaohua Zha
,
Yilu Luo
,
Longfei Lu
,
Bin Chen
,
Zhi Wang
, Shu-Tao Xia,
Jingyun Zhang
LCM: Locally Constrained Compact Point Cloud Model for Masked Point Modeling
NeurIPS 2024 ·
Yaohua Zha
,
Naiqi Li
,
Yanzi Wang
,
Tao Dai
,
Hang Guo
,
Bin Chen
,
Zhi Wang
,
Zhihao Ouyang
, Shu-Tao Xia
Large Point-to-Gaussian Model for Image-to-3D Generation
ACM MM 2024 ·
Longfei Lu
,
Huachen Gao
,
Tao Dai
,
Yaohua Zha
,
Zhi Hou
,
Junta Wu
, Shu-Tao Xia
MambaIR: A Simple Baseline for Image Restoration with State-Space Model
ECCV 2024 ·
Hang Guo
,
Jinmin Li
,
Tao Dai
,
Zhihao Ouyang
,
Xudong Ren
, Shu-Tao Xia
Not All Prompts Are Secure: A Switchable Backdoor Attack Against Pre-trained Vision Transfomers
CVPR 2024 ·
Sheng Yang
,
Jiawang Bai
,
Kuofeng Gao
,
Yong Yang
,
Yiming Li
, Shu-Tao Xia
Parameter Efficient Adaptation for Image Restoration with Heterogeneous Mixture-of-Experts
NeurIPS 2024 ·
Hang Guo
,
Tao Dai
,
Yuanchao Bai
,
Bin Chen
,
Xudong Ren
,
Zexuan Zhu
, Shu-Tao Xia
Parameter-Efficient and Memory-Efficient Tuning for Vision Transformer: A Disentangled Approach
ECCV 2024 ·
Taolin Zhang
,
Jiawang Bai
,
Zhihe Lu
,
Dongze Lian
,
Genping Wang
,
Xinchao Wang
, Shu-Tao Xia
Periodicity Decoupling Framework for Long-term Series Forecasting
ICLR 2024 ·
Tao Dai
,
Beiliang Wu
,
Peiyuan Liu
,
Naiqi Li
,
Jigang Bao
,
Yong Jiang
, Shu-Tao Xia
RAT: Retrieval-Augmented Transformer for Click-Through Rate Prediction
WWW 2024 ·
Yushen Li
,
Jinpeng Wang
,
Tao Dai
,
Jieming Zhu
,
Jun Yuan
,
Rui Zhang
, Shu-Tao Xia
ReFIR: Grounding Large Restoration Models with Retrieval Augmentation
NeurIPS 2024 ·
Hang Guo
,
Tao Dai
,
Zhihao Ouyang
,
Taolin Zhang
,
Yaohua Zha
,
Bin Chen
, Shu-Tao Xia
ReFer: Retrieval-Enhanced Vertical Federated Recommendation for Full Set User Benefit
SIGIR 2024 ·
Wenjie Li
,
Zhongren Wang
,
Jinpeng Wang
, Shutao Xia,
Jile Zhu
,
Mingjian Chen
,
Jiangke Fan
,
Jia Cheng
,
Jun Lei
Towards Compact 3D Representations via Point Feature Enhancement Masked Autoencoders
AAAI 2024 ·
Yaohua Zha
,
Huizhen Ji
,
Jinmin Li
,
Rongsheng Li
,
Tao Dai
,
Bin Chen
,
Zhi Wang
, Shu-Tao Xia
Towards Faithful XAI Evaluation via Generalization-Limited Backdoor Watermark
ICLR 2024 ·
Mengxi Ya
,
Yiming Li
,
Tao Dai
,
Bin Wang
,
Yong Jiang
, Shu-Tao Xia
Vision-Language Pre-training with Object Contrastive Learning for 3D Scene Understanding
AAAI 2024 ·
Taolin Zhang
,
Sunan He
,
Tao Dai
,
Zhi Wang
,
Bin Chen
, Shu-Tao Xia