ICLR 2025 Workshop FM-Wild Submissions

MetaSC: Test-Time Safety Specification Optimization for Language Models
Victor Gallego
- Published: 06 Mar 2025, Last Modified: 26 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Does Cross-Domain Pre-Training Truly Help Time-Series Foundation Models?
Zhenwei Zhang, Jiawen Zhang, Shun Zheng, Yuantao Gu, Jiang Bian
- Published: 06 Mar 2025, Last Modified: 06 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
StochasTok: Improving Fine-Grained Subword Understanding in LLMs
Anya Sims, Cong Lu, Klara Kaleb, Jakob Nicolaus Foerster, Yee Whye Teh
- Published: 06 Mar 2025, Last Modified: 09 Apr 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
CROSS: Analyzing the Trade-offs in Long-Context Cross-lingual Retrieval
Sina Bagheri Nezhad, Ameeta Agrawal
- Published: 06 Mar 2025, Last Modified: 18 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Words or Vision: Do Vision-Language Models Have Blind Faith in Text?
Ailin Deng, Tri Cao, Zhirui Chen, Bryan Hooi
- Published: 06 Mar 2025, Last Modified: 24 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
FocalLens: Instruction Tuning Enables Zero-Shot Conditional Image Representations
Cheng-Yu Hsieh, Pavan Kumar Anasosalu Vasu, Fartash Faghri, Raviteja Vemulapalli, Chun-Liang Li, Ranjay Krishna, Oncel Tuzel, Hadi Pouransari
- Published: 06 Mar 2025, Last Modified: 19 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Relevance Isn't All You Need: Scaling RAG Systems With Inference-Time Compute Via Multi-Criteria Reranking
Will LeVine, Bijan Varjavand
- Published: 06 Mar 2025, Last Modified: 20 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
All It Takes Is One Prompt: An Autonomous LLM-MA System
Qian Wang, Tianyu Wang, Zhenheng Tang, Qinbin Li, Nuo Chen, Jingsheng Liang, Bingsheng He
- Published: 06 Mar 2025, Last Modified: 06 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Wider or Deeper? Scaling LLM Inference-Time Compute with Adaptive Branching Tree Search
Kou Misaki, Yuichi Inoue, Yuki Imajuku, So Kuroki, Taishi Nakamura, Takuya Akiba
- Published: 06 Mar 2025, Last Modified: 25 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression
Tianyu Fu, Haofeng Huang, Xuefei Ning, Genghan Zhang, Boju Chen, Tianqi Wu, Hongyi Wang, Zixiao Huang, Shiyao Li, Shengen Yan, Guohao Dai, Huazhong Yang, Yu Wang
- Published: 06 Mar 2025, Last Modified: 20 Apr 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Faster, Cheaper, Better: Multi-Objective Hyperparameter Optimization for LLM and RAG Systems
Matthew Barker, Andrew Bell, Evan Thomas, James Carr, Thomas Andrews, Umang Bhatt
- Published: 06 Mar 2025, Last Modified: 19 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Bridging vision language model (VLM) evaluation gaps with a framework for scalable and cost-effective benchmark generation
Tim Rädsch, Leon Mayer, Simon Pavicic, Ali Emre Kavur, Marcel Knopp, Barış Öztürk, Klaus Maier-Hein, Paul F Jaeger, Fabian Isensee, Annika Reinke, Lena Maier-hein
- Published: 06 Mar 2025, Last Modified: 27 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Unisolver: PDE-Conditional Transformers Are Universal Neural PDE Solvers
Hang Zhou, Yuezhou Ma, Haixu Wu, Haowen Wang, Mingsheng Long
- Published: 06 Mar 2025, Last Modified: 19 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Accelerating Unbiased LLM Evaluation via Synthetic Feedback
Zhaoyi Zhou, Yuda Song, Andrea Zanette
- Published: 06 Mar 2025, Last Modified: 19 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Shh, don't say that! Domain Certification in LLMs
Cornelius Emde, Alasdair Paren, Preetham Arvind, Maxime Kayser, Tom Rainforth, Thomas Lukasiewicz, Bernard Ghanem, Philip Torr, Adel Bibi
- Published: 06 Mar 2025, Last Modified: 18 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
AppVLM: A Lightweight Vision Language Model for Online App Control
Georgios Papoudakis, Thomas Coste, Zhihao Wu, Jianye HAO, Jun Wang, Kun Shao
- Published: 06 Mar 2025, Last Modified: 24 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Captured by Captions: On Memorization and its Mitigation in CLIP Models
Wenhao Wang, Adam Dziedzic, Grace C. Kim, Michael Backes, Franziska Boenisch
- Published: 06 Mar 2025, Last Modified: 06 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning
Pan Lu, Bowen Chen, Sheng Liu, Rahul Thapa, Joseph Boen, James Zou
- Published: 06 Mar 2025, Last Modified: 18 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Beautiful Images, Toxic Words: Understanding and Addressing Offensive Text in Generated Images
Aditya Kumar, Tom Blanchard, Adam Dziedzic, Franziska Boenisch
- Published: 06 Mar 2025, Last Modified: 26 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
MMInference: Accelerating Pre-filling for Long-Context Visual Language Models via Modality-Aware Permutation Sparse Attention
Yucheng Li, Huiqiang Jiang, Chengruidong Zhang, Qianhui Wu, Xufang Luo, Surin Ahn, Amir H. Abdi, Dongsheng Li, Jianfeng Gao, Yuqing Yang, Lili Qiu
- Published: 06 Mar 2025, Last Modified: 25 Apr 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation
Mufei Li, Siqi Miao, Pan Li
- Published: 06 Mar 2025, Last Modified: 23 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Inference Optimal VLMs Need Fewer Visual Tokens and More Parameters
Kevin Li, Sachin Goyal, João D. Semedo, J Zico Kolter
- Published: 06 Mar 2025, Last Modified: 27 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Generalizing from SIMPLE to HARD Visual Reasoning: Can We Mitigate Modality Imbalance in VLMs?
Simon Park, Abhishek Panigrahi, Yun Cheng, Dingli Yu, Anirudh Goyal, Sanjeev Arora
- Published: 06 Mar 2025, Last Modified: 18 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Are DeepSeek R1 And Other Reasoning Models More Faithful?
James Chua, Owain Evans
- Published: 06 Mar 2025, Last Modified: 25 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
AutoToM: Automated Bayesian Inverse Planning and Model Discovery for Open-ended Theory of Mind
Zhining Zhang, Chuanyang Jin, Mung Yao Jia, Tianmin Shu
- Published: 06 Mar 2025, Last Modified: 19 Mar 2025
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone