Tao Dai

Shenzhen University, Shenzhen, China

44 papers at tracked venues · 34 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-0594-6404 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×11 IJCAI ×7 CVPR ×5 NeurIPS ×5 ICML ×4 ACM MM ×3 ECCV ×2 ICCV ×2 ICLR ×2 WWW ×2 ICRA ×1

Frequent coauthors

Shu-Tao Xia

×36

Bin Chen

×15

Hang Guo

×14

Yaohua Zha

×13

Naiqi Li

×12

Peiyuan Liu

×8

Jinmin Li

×7

Yong Jiang

×6

Jinpeng Wang

×6

Zexuan Zhu

×6

Zhi Wang

×5

Xue Yuerong

×4

Papers

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
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
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
Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting
AAAI 2025 ·
Yifan Hu
,
Peiyuan Liu
,
Peng Zhu
,
Dawei Cheng
, Tao Dai
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
DCSF-KD: Dynamic Channel-wise Spatial Feature Knowledge Distillation for Object Detection
AAAI 2025 · Tao Dai,
Yang Lin
,
Hang Guo
,
Jinbao Wang
,
Zexuan Zhu
DIIN: Diffusion Iterative Implicit Networks for Arbitrary-scale Super-resolution
IJCAI 2025 · Tao Dai,
Song Wang
,
Hang Guo
,
Jianping Wang
,
Zexuan Zhu
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
Efficient Differentiable Approximation of Generalized Low-rank Regularization
IJCAI 2025 ·
Naiqi Li
,
Yuqiu Xie
,
Peiyuan Liu
, Tao Dai,
Yong Jiang
,
Shutao 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
EvdCLIP: Improving Vision-Language Retrieval with Entity Visual Descriptions from Large Language Models
AAAI 2025 ·
Guanghao Meng
,
Sunan He
,
Jinpeng Wang
, Tao Dai,
Letian Zhang
,
Jieming Zhu
,
Qing Li
,
Gang Wang
,
Rui Zhang
,
Yong Jiang
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
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
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
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
Taming Anomalies with Down-Up Sampling Networks: Group Center Preserving Reconstruction for 3D Anomaly Detection
ACM MM 2025 ·
Hanzhe Liang
,
Jie Zhang
, Tao Dai,
Linlin Shen
,
Jinbao Wang
,
Can Gao
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
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
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
FreqFormer: Frequency-aware Transformer for Lightweight Image Super-resolution
IJCAI 2024 · Tao Dai,
Jianping Wang
,
Hang Guo
,
Jinmin Li
,
Jinbao Wang
,
Zexuan Zhu
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
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
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
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
Procedural Level Generation with Diffusion Models from a Single Example
AAAI 2024 ·
Shiqi Dai
,
Xuanyu Zhu
,
Naiqi Li
, Tao Dai,
Zhi Wang
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
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
Towards High-resolution 3D Anomaly Detection via Group-Level Feature Contrastive Learning
ACM MM 2024 ·
Hongze Zhu
,
Guoyang Xie
,
Chengbin Hou
, Tao Dai,
Can Gao
,
Jinbao Wang
,
Linlin Shen
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