ICLR 2025 Workshop FM-Wild Submissions

Efficient Backdoor Detection on Text-to-image Synthesis via Neuron Activation Variation
Shengfang Zhai, Jiajun Li, Yue Liu, Yinpeng Dong, Zhihua Tian, Wenjie Qu, Qingni Shen, Ruoxi Jia, Jiaheng Zhang
- Published: 06 Mar 2025, Last Modified: 25 Apr 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Cost-efficient Collaboration between On-device and Cloud Language Models
Avanika Narayan, Sabri Eyuboglu, Dan Biderman, Avner May, Scott Linderman, James Zou, Christopher Re
- Published: 06 Mar 2025, Last Modified: 26 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Navigating the Designs of Privacy-Preserving Fine-tuning for Large Language Models
Haonan Shi, Tu Ouyang, An Wang
- Published: 06 Mar 2025, Last Modified: 18 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Attacking Multimodal OS Agents with Malicious Image Patches
Lukas Aichberger, Alasdair Paren, Philip Torr, Yarin Gal, Adel Bibi
- Published: 06 Mar 2025, Last Modified: 01 Apr 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Emergent Misalignment: Narrow finetuning can produce broadly misaligned LLMs
Jan Betley, Daniel Chee Hian Tan, Niels Warncke, Anna Sztyber-Betley, Xuchan Bao, Martín Soto, Nathan Labenz, Owain Evans
- Published: 06 Mar 2025, Last Modified: 26 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Adjustment for Confounding using Pre-Trained Representations
Rickmer Schulte, David Rügamer, Thomas Nagler
- Published: 06 Mar 2025, Last Modified: 27 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Why Foundation Models Struggle with Cross-Modal Context
Chen Henry Wu, Neil Kale, Aditi Raghunathan
- Published: 06 Mar 2025, Last Modified: 09 Apr 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Reasoning Without Self-Doubt: More Efficient Chain-of-Thought Through Certainty Probing
Yichao Fu, Junda Chen, Yonghao Zhuang, Zheyu Fu, Ion Stoica, Hao Zhang
- Published: 06 Mar 2025, Last Modified: 30 Apr 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Tradeoffs Between Alignment and Helpfulness in Language Models with Steering Methods
Yotam Wolf, Noam Wies, Dorin Shteyman, Binyamin Rothberg, Yoav Levine, Amnon Shashua
- Published: 06 Mar 2025, Last Modified: 18 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
DP-GPL: DIFFERENTIALLY PRIVATE GRAPH PROMPT LEARNING
Jing Xu, Franziska Boenisch, Iyiola Emmanuel Olatunji, Adam Dziedzic
- Published: 06 Mar 2025, Last Modified: 19 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Focus on this, not that! Steering LLMs with Adaptive Feature Specification
Tom A. Lamb, Adam Davies, Alasdair Paren, Philip Torr, Francesco Pinto
- Published: 06 Mar 2025, Last Modified: 27 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Few-Shot Whole Slide Pathology Classification with Multi-Granular Vision-Language Models
Anh-Tien Nguyen, Duy Minh Ho Nguyen, Nghiem Tuong Diep, Trung Quoc Nguyen, Nhat Ho, Jacqueline Michelle Metsch, Miriam Cindy Maurer, Daniel Sonntag, Hanibal Bohnenberger, Anne-Christin Hauschild
- Published: 06 Mar 2025, Last Modified: 01 Apr 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
MASQUE: Diffusion-Based Localized Adversarial Makeup for Facial Privacy
Youngjin Kwon, Xiao Zhang
- Published: 06 Mar 2025, Last Modified: 19 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Aria-UI: Visual Grounding for GUI Instructions
Yuhao Yang, Yue Wang, Dongxu Li, Ziyang Luo, Bei Chen, Chao Huang, Junnan Li
- Published: 06 Mar 2025, Last Modified: 06 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
RoboMorph: Evolving Robot Morphology using Large Language Models
Kevin Qiu, Władysław Pałucki, Krzysztof Ciebiera, Paweł Fijałkowski, Marek Cygan, Łukasz Kuciński
- Published: 06 Mar 2025, Last Modified: 27 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Geneshift: Impact of different scenario shift on Jailbreaking LLM
Tianyi Wu, Zhiwei Xue, Yue Liu, Jiaheng Zhang, Bryan Hooi, See-Kiong Ng
- Published: 06 Mar 2025, Last Modified: 27 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Narrowing Class-Wise Robustness Gaps in Adversarial Training
Fatemeh Amerehi, Patrick Healy
- Published: 06 Mar 2025, Last Modified: 18 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
SGBD: Sharpness-Aware Mirror Gradient with BLIP-Based Denoising for Robust Multimodal Product Recommendation
Sarthak Srivastava, Kathy Wu
- Published: 06 Mar 2025, Last Modified: 27 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
VisR-Bench: A Visual Retrieval Benchmark for Visually-Rich Documents
Jian Chen, Ruiyi Zhang, Ming Li, Shijie Zhou, Changyou Chen
- Published: 06 Mar 2025, Last Modified: 21 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Improving Your Model Ranking on Chatbot Arena by Vote Rigging
Rui Min, Tianyu Pang, Chao Du, Qian Liu, Minhao Cheng, Min Lin
- Published: 06 Mar 2025, Last Modified: 18 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
CARROT: A Cost Aware Rate Optimal Router
Seamus Somerstep, Felipe Maia Polo, Allysson Flavio Melo de Oliveira, Prattyush Mangal, Mírian Silva, Onkar Bhardwaj, Mikhail Yurochkin, Subha Maity
- Published: 06 Mar 2025, Last Modified: 25 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Agentic Multimodal AI for Hyper-Personalized B2B and B2C Advertising in Competitive Markets: An AI-Driven Competitive Advertising Framework
Sagar Srinivas Sakhinana, Akash Das, Shivam Gupta, Venkataramana Runkana
- Published: 06 Mar 2025, Last Modified: 25 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
PARSE-Ego4D: Personal Action Recommendation Suggestions for Egocentric Videos
Steven Abreu, Tiffany D Do, Karan Ahuja, Eric J Gonzalez, Lee Payne, Daniel McDuff, Mar Gonzalez-Franco
- Published: 06 Mar 2025, Last Modified: 21 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Automated Capability Discovery via Model Self-Exploration
Cong Lu, Shengran Hu, Jeff Clune
- Published: 06 Mar 2025, Last Modified: 20 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Demystifying Long Chain-of-Thought Reasoning in LLMs
Edward Yeo, Yuxuan Tong, Xinyao Niu, Graham Neubig, Xiang Yue
- Published: 06 Mar 2025, Last Modified: 30 Apr 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone