ICML 2024 Workshop FM-Wild Submissions

FoMu-SSL: Foundation Model-Guided Multi-Sensor Self-Supervised Learning for Remote Sensing
Dabin Seo, Haeji Jung, Jinkyu Kim
- Published: 03 Jul 2024, Last Modified: 16 Jul 2024
- ICML 2024 FM-Wild Workshop Poster
- Readers: Everyone
Efficient Evolutionary Search over Chemical Space with Large Language Models
Haorui Wang, Marta Skreta, Yuanqi Du, Wenhao Gao, Lingkai Kong, Cher Tian Ser, Felix Strieth-Kalthoff, Chenru Duan, Yuchen Zhuang, Yue Yu, Yanqiao Zhu, Alan Aspuru-Guzik, Kirill Neklyudov, Chao Zhang
- Published: 03 Jul 2024, Last Modified: 18 Jul 2024
- ICML 2024 FM-Wild Workshop Poster
- Readers: Everyone
Self-Control of LLM Behaviors by Compressing Suffix Gradient into Prefix Controller
Min Cai, Yuchen Zhang, Shichang Zhang, Fan Yin, Difan Zou, Yisong Yue, Ziniu Hu
- Published: 03 Jul 2024, Last Modified: 17 Jul 2024
- ICML 2024 FM-Wild Workshop Poster
- Readers: Everyone
Adapting LLM Agents with Universal Feedback in Communication
Kuan Wang, Yadong Lu, Michael Santacroce, Yeyun Gong, Chao Zhang, yelong shen
- Published: 03 Jul 2024, Last Modified: 20 Jul 2024
- ICML 2024 FM-Wild Workshop Poster
- Readers: Everyone
Out-Of-Context Prompting Boosts Fairness and Robustness in Large Language Model Predictions
Leonardo Cotta, Chris J. Maddison
- Published: 03 Jul 2024, Last Modified: 17 Jul 2024
- ICML 2024 FM-Wild Workshop Poster
- Readers: Everyone
It Takes Two: On the Seamlessness between Reward and Policy Model in RLHF
TaiMing Lu, Lingfeng Shen, Xinyu Yang, Weiting Tan, Beidi Chen, Huaxiu Yao
- Published: 03 Jul 2024, Last Modified: 03 Jul 2024
- ICML 2024 FM-Wild Workshop Poster
- Readers: Everyone
Extrapolative Protein Design through Triplet-based Preference Learning
Mostafa Karimi, Sharmi Banerjee, Tommi Jaakkola, Bella Dubrov, Shang Shang, Ron Benson
- Published: 03 Jul 2024, Last Modified: 16 Jul 2024
- ICML 2024 FM-Wild Workshop Poster
- Readers: Everyone
MoRe Fine-Tuning with 10x Fewer Parameters
Wenxuan Tan, Nicholas Roberts, Tzu-Heng Huang, Jitian Zhao, John Cooper, Samuel Guo, Chengyu Duan, Frederic Sala
- Published: 03 Jul 2024, Last Modified: 17 Jul 2024
- ICML 2024 FM-Wild Workshop Poster
- Readers: Everyone
Black-Box Detection of Language Model Watermarks
Thibaud Gloaguen, Nikola Jovanović, Robin Staab, Martin Vechev
- Published: 03 Jul 2024, Last Modified: 03 Jul 2024
- ICML 2024 FM-Wild Workshop Poster
- Readers: Everyone
Dual Risk Minimization for Robust Fine-tuning of Zero-Shot Models
Kaican Li, Weiyan Xie, Ricardo Silva, Nevin L. Zhang
- Published: 03 Jul 2024, Last Modified: 12 Jul 2024
- ICML 2024 FM-Wild Workshop Poster
- Readers: Everyone
TimeDiT: General-purpose Diffusion Transformers for Time Series Foundation Model
Defu Cao, Wen Ye, Yan Liu
- Published: 03 Jul 2024, Last Modified: 17 Jul 2024
- ICML 2024 FM-Wild Workshop Poster
- Readers: Everyone
RNR: Teaching Large Language Models to Follow Roles and Rules
Kuan Wang, Alexander Bukharin, Haoming Jiang, Qingyu Yin, Zhengyang Wang, Tuo Zhao, Jingbo Shang, Chao Zhang, Bing Yin, Xian Li, Jianshu Chen, Shiyang Li
- Published: 03 Jul 2024, Last Modified: 22 Jul 2024
- ICML 2024 FM-Wild Workshop Poster
- Readers: Everyone
Zero-Shot Generalization of GNNs over Distinct Attribute Domains
Yangyi Shen, Beatrice Bevilacqua, Joshua Robinson, Charilaos Kanatsoulis, Jure Leskovec, Bruno Ribeiro
- Published: 03 Jul 2024, Last Modified: 17 Jul 2024
- ICML 2024 FM-Wild Workshop Poster
- Readers: Everyone
Calibrated Self-Rewarding Vision Language Models
Yiyang Zhou, Zhiyuan Fan, Dongjie Cheng, Sihan Yang, Zhaorun Chen, Chenhang Cui, Xiyao Wang, Yun Li, Linjun Zhang, Huaxiu Yao
- Published: 03 Jul 2024, Last Modified: 03 Jul 2024
- ICML 2024 FM-Wild Workshop Poster
- Readers: Everyone
LLM Task Interference: Impact of Task-Switch in Conversational History
Akash Gupta, Ivaxi Sheth, Vyas Raina, Mark Gales, Mario Fritz
- Published: 03 Jul 2024, Last Modified: 17 Jul 2024
- ICML 2024 FM-Wild Workshop Poster
- Readers: Everyone
Finding NeMo: Localizing Neurons Responsible For Memorization in Diffusion Models
Lukas Struppek, Dominik Hintersdorf, Kristian Kersting, Adam Dziedzic, Franziska Boenisch
- Published: 03 Jul 2024, Last Modified: 10 Jul 2024
- ICML 2024 FM-Wild Workshop Poster
- Readers: Everyone
OTTER: Effortless Label Distribution Adaptation of Zero-shot Models
Changho Shin, Jitian Zhao, Sonia Cromp, Harit Vishwakarma, Frederic Sala
- Published: 03 Jul 2024, Last Modified: 14 Jul 2024
- ICML 2024 FM-Wild Workshop Poster
- Readers: Everyone
End-To-End Causal Effect Estimation from Unstructured Natural Language Data
Nikita Dhawan, Leonardo Cotta, Karen Ullrich, Rahul Krishnan, Chris J. Maddison
- Published: 03 Jul 2024, Last Modified: 13 Jul 2024
- ICML 2024 FM-Wild Workshop Poster
- Readers: Everyone
DistilDIRE: A Small, Fast, Cheap and Lightweight Diffusion Synthesized Deepfake Detection
Yewon Lim, Changyeon Lee, Aerin Kim, Oren Etzioni
- Published: 03 Jul 2024, Last Modified: 10 Jul 2024
- ICML 2024 FM-Wild Workshop Poster
- Readers: Everyone
Improving GFlowNets for Text-to-Image Diffusion Alignment
Dinghuai Zhang, Yizhe Zhang, Jiatao Gu, Ruixiang ZHANG, Joshua M. Susskind, Navdeep Jaitly, Shuangfei Zhai
- Published: 03 Jul 2024, Last Modified: 09 Jul 2024
- ICML 2024 FM-Wild Workshop Poster
- Readers: Everyone
SEE-2-SOUND: Zero-Shot Spatial Environment-to-Spatial Sound
Rishit Dagli, Shivesh Prakash, Robert Wu, Houman Khosravani
- Published: 03 Jul 2024, Last Modified: 18 Jul 2024
- ICML 2024 FM-Wild Workshop Poster
- Readers: Everyone
LoRD: Low-Rank Decomposition of Monolingual Code LLMs for One-Shot Compression
Ayush Kaushal, Tejas Vaidhya, Irina Rish
- Published: 03 Jul 2024, Last Modified: 18 Jul 2024
- ICML 2024 FM-Wild Workshop Poster
- Readers: Everyone
Pretrained Hybrids with MAD Skills
Nicholas Roberts, Samuel Guo, Zhiqi Gao, Satya Sai Srinath Namburi GNVV, Sonia Cromp, Chengjun Wu, Chengyu Duan, Frederic Sala
- Published: 03 Jul 2024, Last Modified: 17 Jul 2024
- ICML 2024 FM-Wild Workshop Poster
- Readers: Everyone
$\mathbb{X}$-Sample Contrastive Loss: Improving Contrastive Learning with Sample Similarity Graphs
Vlad Sobal, Mark Ibrahim, Randall Balestriero, Vivien Cabannes, Diane Bouchacourt, Pietro Astolfi, Kyunghyun Cho, Yann LeCun
- Published: 03 Jul 2024, Last Modified: 23 Jul 2024
- ICML 2024 FM-Wild Workshop Poster
- Readers: Everyone
Improving Graph-Language Alignment with Hierarchical Graph Tokenization
Yongqiang Chen, Quanming Yao, Juzheng Zhang, James Cheng, Yatao Bian
- Published: 03 Jul 2024, Last Modified: 14 Jul 2024
- ICML 2024 FM-Wild Workshop Poster
- Readers: Everyone