Publications
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Publications

A Total of 64 hit(s)
Group 3
Relaxed Contrastive Learning for Federated Learning
  • 2024
  • IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Group 3
HarmAug: Effective Data Augmentation for Knowledge Distillation of Safety Guard Models
  • 2025
  • International Conference on Learning Representations
Group 3
Learning Diverse Attacks on Large Language Models for Robust Red-Teaming and Safety Tuning
  • 2025
  • International Conference on Learning Representations
Group 3
Parameter Expanded Stochastic Gradient Markov Chain Monte Carlo
  • 2025
  • International Conference on Learning Representations
Group 3
Lipsum-FT: Robust fine-Tuning of Zero-Shot Models Using Random Text Guidance
  • 2024
  • International Conference on Learning Representations
Group 3
Stochastic Optimal Control for Diffusion Bridges in Function Spaces
  • 2024
  • Neural Information Processing Systems (NeurIPS)
Group 3
Model Fusion through Bayesian Optimization in Language Model Fine-Tuning
  • 2024
  • Neural Information Processing Systems (NeurIPS)
Group 3
Safeguard Text-to-Image Diffusion Models with Human Feedback Inversion
  • 2024
  • Computer Vision – ECCV 2024
Group 2
1.5 million materials narratives generated by chatbots
  • 2024
  • Scientific Data
Group 2
Entropy is not Enough for Test-Time Adaptation: From the Perspective of Disentangled Factors
  • 2024
  • International Conference on Learning Representations
Group 2
SF(DA)2: Source-free Domain Adaptation Through the Lens of Data Augmentation
  • 2024
  • International Conference on Learning Representations (ICLR)
Group 2
DAFA: Distance-Aware Fair Adversarial Training
  • 2024
  • International Conference on Learning Representations (ICLR)
Group 2
Paralinguistics-Aware Speech-Empowered Large Language Models for Natural Conversation
  • 2024
  • Conference on Neural Information Processing Systems (NeurIPS)
Group 2
Disentangled Motion Modeling for Video Frame Interpolation
  • 2025
  • AAAI Conference on Artificial Intelligence
Group 2
TAROT: Towards Essentially Domain-Invariant Robustness with Theoretical Justification
  • 2025
  • Computer Vision and Pattern Recognition Conference (CVPR)
Group 2
Fair Clustering via Alignment
  • 2025
  • International Conference on Machine Learning (ICML)
Group 2
Fair Representation Learning for Continuous Sensitive Attributes Using Expectation of Integral Probability Metrics
  • 2025
  • IEEE Transactions on Pattern Analysis And Machine Intelligence
Group 2
Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation
  • 2025
  • AAAI
Group 1
What to Preserve and What to Transfer: Faithful, Identity-Preserving Diffusion-based Hairstyle Transfer
  • 2025
  • AAAI Conference on Artificial Intelligence
Group 2
AI Risks and Human Responses
  • 2025
  • Communication Books
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