ICLR 2025 Workshop FM-Wild Submissions

KnowGuard: Robust Reasoning Enabled LLM Guardrail via Knowledge-Enhanced Logical Reasoning
Zhen Xiang, Shuang Yang, Nathaniel D. Bastian, Bo Li
- Published: 06 Mar 2025, Last Modified: 05 Apr 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
AdvWave: Stealthy Adversarial Jailbreak Attack against Large Audio-Language Models
Mintong Kang, Chejian Xu, Shuang Yang, Bo Li
- Published: 06 Mar 2025, Last Modified: 06 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
KnowHalu: Hallucination Detection via Multi-Form Knowledge Based Factual Checking
Jiawei Zhang, Chejian Xu, Yu Gai, Freddy Lecue, Shuang Yang, Dawn Song, Bo Li
- Published: 06 Mar 2025, Last Modified: 22 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
ShieldAgent: Shielding Agents via Verifiable Safety Policy Reasoning
Zhaorun Chen, Mintong Kang, Shuang Yang, Bo Li
- Published: 06 Mar 2025, Last Modified: 26 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations
Zhaorun Chen, Francesco Pinto, Minzhou Pan, Shuang Yang, Bo Li
- Published: 06 Mar 2025, Last Modified: 06 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
GeoFT: Fine-tuning Foundation Models for Automated OSINT Geolocation
Selena Sun
- Published: 06 Mar 2025, Last Modified: 06 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
WABER: Evaluating Reliability and Efficiency of Web Agents with Existing Benchmarks
Su Kara, Fazle Faisal, Suman Nath
- Published: 06 Mar 2025, Last Modified: 02 Apr 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Risks and Safety Considerations for Foundation Model-based Autonomous Agents' Interaction with the Environment
Azmine Toushik Wasi, Mahfuz Ahmed Anik, Riashat Islam
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
From Intuition to Understanding: Using AI Peers to Overcome Physics Misconceptions
Ruben Weijers, Denton Wu, Hannah Betts, Tamara Jacod, Yuxiang Guan, Vidya Sujaya, Kushal Dev, Toshali Goel, William Delooze, Reihaneh Rabbany, Ying Wu, Jean-François Godbout, Kellin Pelrine
- Published: 06 Mar 2025, Last Modified: 31 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Exploring LLM Agents for Cleaning Tabular Machine Learning Datasets
Tommaso Bendinelli, Artur Dox, Christian Holz
- Published: 06 Mar 2025, Last Modified: 19 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks
Guibin Zhang, Yanwei Yue, Xiangguo Sun, Guancheng Wan, Miao Yu, Junfeng Fang, Kun Wang, Tianlong Chen, Dawei Cheng
- Published: 06 Mar 2025, Last Modified: 02 Apr 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Measuring In-Context Computation Complexity via Hidden State Prediction
Vincent Herrmann, Róbert Csordás, Jürgen Schmidhuber
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
DeltaProduct: Improving State-Tracking in Linear RNNs via Householder Products
Julien Siems, Timur Carstensen, Arber Zela, Frank Hutter, Massimiliano Pontil, Riccardo Grazzi
- Published: 06 Mar 2025, Last Modified: 07 Apr 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Understanding (Un)Reliability of Steering Vectors in Language Models
Joschka Braun, Carsten Eickhoff, David Krueger, Seyed Ali Bahrainian, Dmitrii Krasheninnikov
- Published: 06 Mar 2025, Last Modified: 28 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Towards Universal Offline Black-Box Optimization via Learning String Embedding Space
Rong-Xi Tan, Ming Chen, Ke Xue, Yao Wang, Yaoyuan Wang, Fu Sheng, Chao Qian
- Published: 06 Mar 2025, Last Modified: 28 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Infinite Leagues Under the Sea: Realistic 3D Underwater Terrain Generation Augmented by Visual Foundation Models
Tianyi Zhang, William Zhi, Joshua G Mangelson, Matthew Johnson-Roberson
- Published: 06 Mar 2025, Last Modified: 25 Apr 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
DASFormer: Self-supervised Pretraining for Earthquake Monitoring
Qianggang Ding, Zhichao Shen, Weiqiang Zhu, Bang Liu
- Published: 06 Mar 2025, Last Modified: 18 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Reliable and Efficient Amortized Model-based Evaluation
Sang T. Truong, Yuheng Tu, Percy Liang, Bo Li, Sanmi Koyejo
- Published: 06 Mar 2025, Last Modified: 25 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
SafeMERGE: Preserving Safety Alignment in Fine-Tuned Large Language Models via Selective Layer-Wise Model Merging
Aladin Djuhera, Swanand Ravindra Kadhe, Farhan Ahmed, Syed Zawad, Holger Boche
- Published: 06 Mar 2025, Last Modified: 25 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
ACTIVATION STEERING IN NEURAL THEOREM PROVERS
Shashank Kirtania
- Published: 06 Mar 2025, Last Modified: 28 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Beyond ID Bias: PCA-Guided Dropout for Robust Fine-tuning
Bo Fei, Xiaocheng Li, ZhangZhiqi, Youchen Qing, YANCONG DENG
- Published: 06 Mar 2025, Last Modified: 29 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Disentangling Sequence Memorization and General Capability in Large Language Models
Gaurav Rohit Ghosal, Pratyush Maini, Aditi Raghunathan
- Published: 06 Mar 2025, Last Modified: 06 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Co-optimizing Recommendation and Evaluation for LLM Selection
Tarun Kumar, Cong Xu, Arpit Shah, Baradji Diallo, Martin Foltin, Suparna Bhattacharya
- Published: 06 Mar 2025, Last Modified: 21 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Multi-Hypothesis Spatial Foundation Model: Rethinking and Decoupling Depth Ambiguity via Laplacian Visual Prompting
Xiaohao Xu, Feng Xue, Xiang Li, Haowei Li, Shusheng Yang, Tianyi Zhang, Matthew Johnson-Roberson, Xiaonan Huang
- Published: 06 Mar 2025, Last Modified: 21 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Latent Representation Encoding and Multimodal Biomarkers for Post-Stroke Speech Assessment
Giulia Sanguedolce, Dragos-Cristian Gruia, Patrick Naylor, Fatemeh Geranmayeh
- Published: 06 Mar 2025, Last Modified: 21 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone