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!.🔗 #ICML2025 #CUA.

🧬 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.

Mind2Web (NeurIPS 2023 Spotlight) w/ Xiang Deng et al. A dataset for developing and evaluating generalist agents for the web that can follow language instructions to complete complex tasks on any website.🔗

TravelPlanner (ICML 2024 Spotlight) w/ @jianxie_ , @DrogoKhal4 et al. A real-world benchmark where language agents tackle complex planning tasks like booking trips—multi-step, goal-oriented, and web-based. #LanguageAgents #WebAutomation.🔗

@ysu_nlp Mind2Web (NeurIPS 2023 Spotlight) w/ Xiang Deng et al. A dataset for developing and evaluating generalist agents for the web that can follow language instructions to complete complex tasks on any website.🔗

⏳ 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,

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. 🔗

🚨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

Submit your papers and demos for the Workshop on Computer Use Agents here: ➡️ 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.

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: #ICML2025.

📄 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.

📄 Faith and Fate:Limits of Transformers on Compositionality w/ @GXiming, @melaniesclar, et al. Under what conditions do Transformers succeed, fail, and why? What types of errors do they make? Can Transformers uncover implicit problem-solving rules or be taught to follow.

@nouhadziri 📄 WildTeaming at Scale: From In-the-Wild Jailbreaks to (Adversarially) Safer Language Models w/ @liweijianglw, @kavel_r, et al. "WildTeaming" is an automatic red-teaming framework that mines in-the-wild user-chatbot interactions to discover 5.7K unique clusters of novel.

🔦 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

🔗 Workshop Details: 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.

💾 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,.

🧠 Astute RAG: Enhancing Reliability in Retrieval-Augmented Generation w/ @fwang_nlp et al.Retrieval-Augmented Generation (RAG) can be compromised by imperfect retrievals. "Astute RAG", a novel agentic RAG framework, addresses this by adaptively eliciting essential information.

@sercanarik 📄 Learn-by-Interact: A Data-Centric Framework for Self-Adaptive Agents w/ @hongjin_su et al.Sercan co-authored "Learn-by-Interact," a framework enabling LLM agents to adapt to new environments without human annotations. By synthesizing agent-environment interactions and.

🔦 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