Wang, Di
127 publications
JMLR
2025
Adaptive Distributed Kernel Ridge Regression: A Feasible Distributed Learning Scheme for Data Silos
AAAI
2025
CognitionCapturer: Decoding Visual Stimuli from Human EEG Signal with Multimodal Information
NeurIPS
2025
DGSolver: Diffusion Generalist Solver with Universal Posterior Sampling for Image Restoration
CVPR
2025
DynPose: Largely Improving the Efficiency of Human Pose Estimation by a Simple Dynamic Framework
NeurIPS
2025
EAP-GP: Mitigating Saturation Effect in Gradient-Based Automated Circuit Identification
AAAI
2025
FD2-Net: Frequency-Driven Feature Decomposition Network for Infrared-Visible Object Detection
NeurIPS
2025
Short-Length Adversarial Training Helps LLMs Defend Long-Length Jailbreak Attacks: Theoretical and Empirical Evidence
NeurIPS
2025
TEMPO: Temporal Multi-Scale Autoregressive Generation of Protein Conformational Ensembles
NeurIPS
2025
Topology-Aware Learning of Tubular Manifolds via SE(3)-Equivariant Network on Ball B-Spline Curve
NeurIPS
2025
TraffiDent: A Dataset for Understanding the Interplay Between Traffic Dynamics and Incidents
ICCV
2025
Uncertainty-Driven Expert Control: Enhancing the Reliability of Medical Vision-Language Models
NeurIPSW
2024
FlashDP: Memory-Efficient and High-Throughput DP-SGD Training for Large Language Models
AAAI
2024
Mixed Geometry Message and Trainable Convolutional Attention Network for Knowledge Graph Completion
AAAI
2024
Refining Latent Homophilic Structures over Heterophilic Graphs for Robust Graph Convolution Networks
CVPR
2024
Unleashing Channel Potential: Space-Frequency Selection Convolution for SAR Object Detection
NeurIPSW
2024
What Makes Your Model a Low-Empathy or Warmth Person: Exploring the Oringins of Personality in LLMs
ACML
2022
On PAC Learning Halfspaces in Non-Interactive Local Privacy Model with Public Unlabeled Data
IJCAI
2022
Private Stochastic Convex Optimization and Sparse Learning with Heavy-Tailed Data Revisited
ALT
2021
Estimating Smooth GLM in Non-Interactive Local Differential Privacy Model with Public Unlabeled Data
ECML-PKDD
2020
Escaping Saddle Points of Empirical Risk Privately and Scalably via DP-Trust Region Method
AAAI
2019
An Affect-Rich Neural Conversational Model with Biased Attention and Weighted Cross-Entropy Loss