ICML 2024 Workshop TiFA Submissions

On the Difficulty of Faithful Chain-of-Thought Reasoning in Large Language Models
Sree Harsha Tanneru, Dan Ley, Chirag Agarwal, Himabindu Lakkaraju
- Published: 19 Jun 2024, Last Modified: 09 Jul 2024
- ICML 2024 TiFA Workshop
- Readers: Everyone
WebCanvas: Benchmarking Web Agents in Online Environments
Yichen Pan, Dehan Kong, Sida Zhou, Cheng Cui, Yifei Leng, Bing Jiang, Hangyu Liu, Yanyi Shang, Shuyan Zhou, Tongshuang Wu, Zhengyang Wu
- Published: 19 Jun 2024, Last Modified: 09 Jul 2024
- ICML 2024 TiFA Workshop
- Readers: Everyone
Can Editing LLMs Inject Harm?
Canyu Chen, Baixiang Huang, Zekun Li, Zhaorun Chen, Shiyang Lai, Xiongxiao Xu, Jia-Chen Gu, Jindong Gu, Huaxiu Yao, Chaowei Xiao, Xifeng Yan, William Yang Wang, Philip Torr, Dawn Song, Kai Shu
- Published: 19 Jun 2024, Last Modified: 09 Jul 2024
- ICML 2024 TiFA Workshop
- Readers: Everyone
MaPPing Your Model: Assessing the Impact of Adversarial Attacks on LLM-based Programming Assistants
John Heibel, Daniel Lowd
- Published: 19 Jun 2024, Last Modified: 09 Jul 2024
- ICML 2024 TiFA Workshop
- Readers: Everyone
Unfamiliar Finetuning Examples Control How Language Models Hallucinate
Katie Kang, Eric Wallace, Claire Tomlin, Aviral Kumar, Sergey Levine
- Published: 19 Jun 2024, Last Modified: 09 Jul 2024
- ICML 2024 TiFA Workshop
- Readers: Everyone
Towards Adversarially Robust Vision-Language Models: Insights from Design Choices and Prompt Formatting Techniques
Rishika Bhagwatkar, Shravan Nayak, Reza Bayat, Alexis Roger, Daniel Z Kaplan, Pouya Bashivan, Irina Rish
- Published: 19 Jun 2024, Last Modified: 09 Jul 2024
- ICML 2024 TiFA Workshop
- Readers: Everyone
TrustAgent: Towards Safe and Trustworthy LLM-based Agents through Agent Constitution
Wenyue Hua, Xianjun Yang, Mingyu Jin, Zelong Li, Wei Cheng, Ruixiang Tang, Yongfeng Zhang
- Published: 19 Jun 2024, Last Modified: 09 Jul 2024
- ICML 2024 TiFA Workshop
- Readers: Everyone
Why Has Predicting Downstream Capabilities of Frontier AI Models with Scale Remained Elusive?
Rylan Schaeffer, Hailey Schoelkopf, Brando Miranda, Gabriel Mukobi, Varun Madan, Adam Ibrahim, Herbie Bradley, Stella Biderman, Sanmi Koyejo
- Published: 19 Jun 2024, Last Modified: 09 Jul 2024
- ICML 2024 TiFA Workshop
- Readers: Everyone
Bias Begets Bias: the Impact of Biased Embeddings on Diffusion Models
Sahil Kuchlous, Marvin Li, Jeffrey George Wang
- Published: 19 Jun 2024, Last Modified: 09 Jul 2024
- ICML 2024 TiFA Workshop
- Readers: Everyone
Wasserstein Modality Alignment Makes Your Multimodal Transformer More Robust
zhuo zhi, Ziquan Liu, Qiangqiang Wu, Miguel R. D. Rodrigues
- Published: 19 Jun 2024, Last Modified: 09 Jul 2024
- ICML 2024 TiFA Workshop
- Readers: Everyone
Borrowing Treasures from Neighbors: In-Context Learning for Multimodal Learning with Missing Modalities and Data Scarcity
zhuo zhi, Ziquan Liu, Moe Elbadawi, Adam Daneshmend, Mine Orlu, Abdul W Basit, Andreas Demosthenous, Miguel R. D. Rodrigues
- Published: 19 Jun 2024, Last Modified: 09 Jul 2024
- ICML 2024 TiFA Workshop
- Readers: Everyone
Chained Tuning Leads to Biased Forgetting
Megan Ung, Alicia Yi Sun, Samuel Bell, Levent Sagun, Adina Williams
- Published: 19 Jun 2024, Last Modified: 09 Jul 2024
- ICML 2024 TiFA Workshop
- Readers: Everyone
Video Watermarking: Safeguarding Your Video from (Unauthorized) Annotations by Video-based LLMs
Jinmin Li, Kuofeng Gao, Yang Bai, Jingyun Zhang, Shu-Tao Xia
- Published: 19 Jun 2024, Last Modified: 09 Jul 2024
- ICML 2024 TiFA Workshop
- Readers: Everyone
VACoDe: Visual Augmented Contrastive Decoding
Sihyeon Kim, Boryeong Cho, Sangmin Bae, Sumyeong Ahn, Se-Young Yun
- Published: 19 Jun 2024, Last Modified: 09 Jul 2024
- ICML 2024 TiFA Workshop
- Readers: Everyone
Decomposed evaluations of geographic disparities in text-to-image models
Abhishek Sureddy, Dishant Padalia, Nandhinee Periyakaruppan, Oindrila Saha, Adina Williams, Adriana Romero-Soriano, Megan Richards, Polina Kirichenko, Melissa Hall
- Published: 19 Jun 2024, Last Modified: 09 Jul 2024
- ICML 2024 TiFA Workshop
- Readers: Everyone
Games for AI-Control: Models of Safety Evaluations of AI Deployment Protocols
Charlie Griffin, Buck Shlegeris, Alessandro Abate
- Published: 19 Jun 2024, Last Modified: 09 Jul 2024
- ICML 2024 TiFA Workshop
- Readers: Everyone
Models That Prove Their Own Correctness
Noga Amit, Shafi Goldwasser, Orr Paradise, Guy N. Rothblum
- Published: 19 Jun 2024, Last Modified: 12 Aug 2024
- ICML 2024 TiFA Workshop
- Readers: Everyone
Physical Backdoor Attack can Jeopardize Driving with Vision-Large-Language Models
Zhenyang Ni, Rui Ye, Yuxi Wei, Zhen Xiang, Yanfeng Wang, Siheng Chen
- Published: 19 Jun 2024, Last Modified: 09 Jul 2024
- ICML 2024 TiFA Workshop
- Readers: Everyone
On the Multi-modal Vulnerability of Diffusion Models
Dingcheng Yang, Yang Bai, Xiaojun Jia, Yang Liu, Xiaochun Cao, Wenjian Yu
- Published: 19 Jun 2024, Last Modified: 09 Jul 2024
- ICML 2024 TiFA Workshop
- Readers: Everyone