ComputerUseAgents Workshop

Join us at the Computer Use Agents workshop at ICML2025. Happening now in West Meeting Room 211, Vancouver Convention Centre! We have a day packed with fantastic invited and contributed talks, posters, and discussions!

There's less than 1 day left to send your work to the ICML 2025 Workshop on Computer Use Agents, deadline is May 20, 11:59pm AoE! ✅ Concurrent submissions (e.g., NeurIPS) allowed ✅ Works-in-progress encouraged Don’t miss it! 🔗 icml-computeruseagents.com/call-for-papers #ICML2025 #CUA #LLMAgents #Agents #ComputerUse

🧬 HippoRAG: LLM Memory Inspired by the Brain w/ @bernaaaljg et al Yu’s latest work brings neuroscience full circle. HippoRAG, inspired by the hippocampal indexing theory, gives LLMs a robust long-term memory mechanism, essential for persistent, intelligent behavior. #NeuroAI #MemoryInLLMs Don't miss Yu Su at the Computer Use Agents Workshop @ ICML 2025!

⏳ Less than 1 day left to submit! 🔦 Speaker Spotlight Time! We’re thrilled to welcome Yu Su (@ysu_nlp), Distinguished Assistant Professor at The Ohio State University, as an invited speaker at the ICML 2025 Workshop on Computer Use Agents! His work bridges LLM agents, memory, and planning, driving some of the most cited advances in the field. #ICML2025 #LLMAgents #ComputerUseAgents #NLProc

There's now less than 2 days left to submit your work for the paper track - May 20, 2025 11:59pm AoE! We accept concurrent submissions under review elsewhere (e.g. NeurIPS!) and encourage authors to submit works-in-progress. 🔗icml-computeruseagents.com/call-for-papers

🚨Less than 2 days left to submit your work, check below! Make sure to follow the page and check out our individual speaker spotlights for the #ICML2025 Workshop on Computer Use Agents which will, amongst demo tracks and poster sessions, feature talks and a panel by our amazing speakers: @sercanarik @alexandredrouin @nouhadziri @gneubig @rsalakhu @ysu_nlp @alsuhr @qingyun_wu @zywu_hku @hllo_wrld #ICML2025 #ComputerUse #Agents #WCUA

Submit your papers and demos for the Workshop on Computer Use Agents here: ➡️icml-computeruseagents.com/call-for-papers We're excited to see your contributions! #ICML2025 #WCUA #CUA #AIagents

📢 Deadline Extended for the Workshop on Computer Use Agents at #ICML2025! 📢 #NeurIPS2025 deadline passed? Take a breath & send your amazing work our way! We've extended the paper submission deadline to May 20, 2025, at 11:59 pm AoE. More time to polish those papers on AI agents for real-world computer tasks! Submission link in the next tweet! 👇 #WCUA #CUA #AI #ML #ComputerUseAgents #Agents #ICML2025

Nouha’s insights will be great to hear contextualised for the post-training, alignment and responsible deployment of autonomous computer use agents. Don't miss her insights at the ICML 2025 Workshop on Computer Use Agents! 🔗 Workshop Details: icml-computeruseagents.com #ICML2025 #AI #LLMAgents #ComputerUseAgents

📄 RewardBench: Evaluating Reward Models w/ @natolambert, @valentina__py, et al. RewardBench is a benchmark designed to evaluate the capabilities and safety of reward models (including those trained with Direct Preference Optimization, DPO). The dataset is a collection of prompt-chosen-rejected trios spanning chat, reasoning, and safety, to benchmark how reward models perform on challenging, structured and out-of-distribution queries. The authors present many findings on propensity for refusals, reasoning limitations, and instruction following shortcomings of various reward models towards a better understanding of the RLHF process. 🔗 arxiv.org/abs/2403.13787…

🔦 Speaker Spotlight: Nouha Dziri (@nouhadziri) We are delighted to have and showcase Nouha Dziri as our invited speaker at the ICML 2025 Workshop on Computer Use Agents! Nouha is a research scientist at the Allen Institute for AI (Ai2) who’s focused on researching the topics of post-training, safety and alignment of LLMs, and the limits of Transformers. #ICML2025 #ComputerUseAgents #LLMAgents #AI

🔗 Workshop Details: icml-computeruseagents.com Sercan's contributions are pivotal in advancing the development of autonomous agents capable of complex computer use tasks. Don't miss his insights at the ICML 2025 Workshop on Computer Use Agents! #ICML2025 #AI #LLMAgents #ComputerUseAgents

💾 CHASE-SQL: Advancing Text-to-SQL with Multi-Agent Modeling w/ Mohammadreza Pourreza , Hailong Li et al In "CHASE-SQL," Sercan and collaborators introduce a framework that improves Text-to-SQL tasks by employing multi-agent modeling. Techniques like divide-and-conquer, chain-of-thought reasoning, and instance-aware example generation enhance SQL query generation and selection. This method achieved state-of-the-art accuracy on the BIRD benchmark. arxiv.org/abs/2410.01943

🔦 Speaker Spotlight: Sercan Ö. Arık (@sercanarik) We're thrilled to welcome Sercan, Senior Staff Research Scientist at Google Cloud AI, as an invited speaker at the ICML 2025 Workshop on Computer Use Agents! Sercan's focuses on democratizing AI and applying it to impactful use cases across various industries. We're excited to hear his insights on making AI agents more interpretable, robust, and reliable. #ICML2025 #ComputerUseAgents #LLMAgents #AI