Best Paper

• CleanCLIP: Mitigating Data Poisoning Attacks in Multimodal Contrastive Learning
  Hritik Bansal, Nishad Singhi, Yu Yang, Fan Yin, Aditya Grover, Kai-Wei Chang

Best Paper Runner-up

• Long-Term Fairness with Unknown Dynamics
  Tongxin Yin, Reilly Raab, Mingyan Liu, Yang Liu

Oral papers

• On the Robustness of ChatGPT: An Adversarial and Out-of-distribution Perspective
  Jindong Wang, Xixu HU, Wenxin Hou, Hao Chen, Runkai Zheng, Yidong Wang, Linyi Yang, Wei Ye, Haojun Huang, Xiubo Geng, Binxing Jiao, Yue Zhang, Xing Xie
• Leaving Reality to Imagination: Robust Classification via Generated Datasets
  Hritik Bansal, Aditya Grover

Accepted Papers

• Can stochastic weight averaging improve generalization in private learning?
  Patrick Indri, Tamara Drucks, Thomas Gärtner
• Examining LLM's Awareness of the United Nations Sustainable Development Goals (SDGs)
  Mehdi Bahrami, Ramya Srinivasan
• IMAE for Noise-Robust Learning: Mean Absolute Error Does Not Treat Examples Equally and Gradient Magnitude’s Variance Matters
  Xinshao Wang, Yang Hua, Elyor Kodirov, David A. Clifton, Neil M. Robertson
• Performative Federated Learning
  Kun Jin, Tongxin Yin, Zhongzhu Chen, Zeyu Sun, Xueru Zhang, Yang Liu, Mingyan Liu
• EXPLAINTABLE: EXPLAINING LARGE SCALE MODELS APPLIED TO TABULAR DATA
  Javier Sanguino Baustiste, Tim Engelmann, Natalia Pato Montemayor, Louis Hart, Giulia Lanzillotta, Gregor Bachmann, Thomas Hofmann
• On the Challenges of Using Black-Box APIs for Toxicity Evaluation in Research
  Luiza Amador Pozzobon, Beyza Ermis, Patrick Lewis, Sara Hooker
• FEDCLIP: FAST GENERALIZATION AND PERSONALIZATION FOR CLIP IN FEDERATED LEARNING
  Wang Lu, Xixu HU, Jindong Wang, Xing Xie
• On the Robustness of ChatGPT: An Adversarial and Out-of-distribution Perspective
  Jindong Wang, Xixu HU, Wenxin Hou, Hao Chen, Runkai Zheng, Yidong Wang, Linyi Yang, Wei Ye, Haojun Huang, Xiubo Geng, Binxing Jiao, Yue Zhang, Xing Xie
• MathPrompter: Mathematical Reasoning using Large Language Models
  Shima Imani, Liang Du, Harsh Shrivastava
• GPT detectors are biased against non-native English writers
  Weixin Liang, Mert Yuksekgonul, Yining Mao, Eric Wu, James Zou
• DP-Adam: Correcting DP Bias in Adam's Second Moment Estimation
  Qiaoyue Tang, Mathias Lécuyer
• N2G: A SCALABLE APPROACH FOR QUANTIFYING INTERPRETABLE NEURON REPRESENTATION IN LLMS
  Alex Foote, Neel Nanda, Esben Kran, Ioannis Konstas, Fazl Barez
• Trustworthy model evaluation on a budget
  Iordanis Fostiropoulos, Bowman Noah Brown, Laurent Itti
• Intriguing Properties of Visual-Language Model Explanations
  Chirag Agarwal
• In or Out? Fixing ImageNet Out-of-Distribution Detection Evaluation
  Julian Bitterwolf, Maximilian Mueller, Matthias Hein