ICLR 2025 Workshop AgenticAI Submissions

Automatic Scientific Claims Verification with Pruned Evidence Graph
Liri Fang, Dongqi Fu, Vetle I Torvik
- Published: 26 Apr 2025, Last Modified: 26 Apr 2025
- ICLR 2025 Workshop AgenticAI Poster
- Readers: Everyone
ML-Bench: Evaluating Large Language Models and Agents for Machine Learning Tasks on Repository-Level Code
Xiangru Tang, Yuliang Liu, Zefan Cai, Daniel Shao, Junjie Lu, Yichi Zhang, Zexuan Deng, Helan Hu, Kaikai An, Ruijun Huang, Shuzheng Si, Chen Sheng, Haozhe Zhao, Liang Chen, Tianyu Liu, Yujia Qin, Wangchunshu Zhou, Yilun Zhao, Zhiwei Jiang, Baobao Chang et al. (2 additional authors not shown)
- Published: 05 Mar 2025, Last Modified: 28 Mar 2025
- ICLR 2025 Workshop AgenticAI Oral
- Readers: Everyone
HEP-JEPA: A foundation model for collider physics
Jai Bardhan, Radhikesh Agrawal, Abhiram Tilak, Cyrin Neeraj, Subhadip Mitra
- Published: 05 Mar 2025, Last Modified: 28 Mar 2025
- ICLR 2025 Workshop AgenticAI Poster
- Readers: Everyone
ML-Dev-Bench: Comparative Analysis of AI Agents on ML development workflows
Harshith Padigela, Chintan Shah, Dinkar Juyal
- Published: 05 Mar 2025, Last Modified: 28 Mar 2025
- ICLR 2025 Workshop AgenticAI Reject
- Readers: Everyone
Orchestrating Tool Ecosystem of Drug Discovery with Intention-Aware LLM Agents
Mingyu Derek Ma, Karina Zadorozhny, Jesse Swanson, Nathan C. Frey, Keunwoo Choi, Maksim Eremeev, Sabrina J Mielke, Wenmo Sun, Melody Liu, Jonathan Wickes, Vladimir Gligorijevic, Richard Bonneau, Henri Dwyer, Kyunghyun Cho, Stephen Ra
- Published: 05 Mar 2025, Last Modified: 28 Mar 2025
- ICLR 2025 Workshop AgenticAI Poster
- Readers: Everyone
Neural Nonmyopic Bayesian Optimization in Dynamic Cost Settings
Sang T. Truong, Duc Quang Nguyen, Willie Neiswanger, Ryan-Rhys Griffiths, Stefano Ermon, Nick Haber, Sanmi Koyejo
- Published: 05 Mar 2025, Last Modified: 28 Mar 2025
- ICLR 2025 Workshop AgenticAI Oral
- Readers: Everyone
Large Language Models powered Neural Solvers for Generalized Vehicle Routing Problems
Cong Dao Tran, Quan Nguyen-Tri, Huynh Thi Thanh Binh, Hoang Thanh-Tung
- Published: 05 Mar 2025, Last Modified: 28 Mar 2025
- ICLR 2025 Workshop AgenticAI Oral
- Readers: Everyone
ENHANCING DIVERSITY AND NOVELTY IN TEXT GENERATION VIA MULTI-VIEW EMBEDDINGS
Arash Lagzian, Srinivas Anumasa, Dianbo Liu
- Published: 05 Mar 2025, Last Modified: 28 Mar 2025
- ICLR 2025 Workshop AgenticAI Poster
- Readers: Everyone
Evolving RL: Discovering New Activation Functions using LLMs
Kalyan Varma Nadimpalli, Shashank Reddy Chirra, Pradeep Varakantham, Stefan Bauer
- Published: 05 Mar 2025, Last Modified: 28 Mar 2025
- ICLR 2025 Workshop AgenticAI Poster
- Readers: Everyone
Agent S: An Open Agentic Framework that Uses Computers Like a Human
Saaket Agashe, Jiuzhou Han, Shuyu Gan, Jiachen Yang, Ang Li, Xin Eric Wang
- Published: 05 Mar 2025, Last Modified: 28 Mar 2025
- ICLR 2025 Workshop AgenticAI Oral
- Readers: Everyone
Efficient Generation of Diverse Scientific Hypotheses through Stepwise Conceptual Concretization
Yatima Kagurazaka, Keita Nishimoto, Shiro Takagi, Kimitaka Asatani, Ichiro Sakata
- Published: 05 Mar 2025, Last Modified: 28 Mar 2025
- ICLR 2025 Workshop AgenticAI Reject
- Readers: Everyone
AstroAgents: A Multi-Agent AI for Hypothesis Generation from Mass Spectrometry Data
Daniel Saeedi, Denise K. Buckner, Jose C. Aponte, Amirali Aghazadeh
- Published: 05 Mar 2025, Last Modified: 28 Mar 2025
- ICLR 2025 Workshop AgenticAI Oral
- Readers: Everyone
MDCROW: AUTOMATING MOLECULAR DYNAMICS WORKFLOWS WITH LARGE LANGUAGE MODELS
Sam Cox, Quintina L. Campbell, Jorge Medina, Brittany Watterson, Andrew White
- Published: 05 Mar 2025, Last Modified: 28 Mar 2025
- ICLR 2025 Workshop AgenticAI Poster
- Readers: Everyone
LLM AGENTS FOR LITERATURE TO CODE CONVERSION:CASE STUDY OF HEAT EXCHANGER DESIGN
Sandeep Mishra, Vishal Sudam Jadhav, Shirish Karande, Venkataramana Runkana
- Published: 05 Mar 2025, Last Modified: 28 Mar 2025
- ICLR 2025 Workshop AgenticAI Poster
- Readers: Everyone
APPA : Agentic Preformulation Pathway Assistant
Julius Lange, Leonid Komissarov, Nicole Wyttenbach, Andrea Anelli
- Published: 05 Mar 2025, Last Modified: 28 Mar 2025
- ICLR 2025 Workshop AgenticAI Poster
- Readers: Everyone
Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions
Mourad Gridach, Jay Nanavati, Christina Mack, Khaldoun Zine El Abidine, Lenon Mendes
- Published: 05 Mar 2025, Last Modified: 28 Mar 2025
- ICLR 2025 Workshop AgenticAI Poster
- Readers: Everyone
AgenticHypothesis: A Survey on Hypothesis Generation Using LLM Systems
Adib Bazgir, Rama chandra Praneeth Madugula, Yuwen Zhang
- Published: 05 Mar 2025, Last Modified: 28 Mar 2025
- ICLR 2025 Workshop AgenticAI Poster
- Readers: Everyone
ProteinHypothesis: A Physics-Aware Chain of Multi-Agent RAG LLM for Hypothesis Generation in Protein Science
Adib Bazgir, Rama chandra Praneeth Madugula, Yuwen Zhang
- Published: 05 Mar 2025, Last Modified: 28 Mar 2025
- ICLR 2025 Workshop AgenticAI Poster
- Readers: Everyone
Evaluation of a Robust Control System in Real-World Cable-Driven Parallel Robots
Nurtdinov Damir, Aliaksei Korshuk, Alexei Kornaev, Alexander Maloletov
- Published: 05 Mar 2025, Last Modified: 28 Mar 2025
- ICLR 2025 Workshop AgenticAI Poster
- Readers: Everyone
Game-Theoretic Multi-Agent Collaboration for AI-Driven Scientific Discovery
Sandeep Ravindra Tengali
- Published: 05 Mar 2025, Last Modified: 28 Mar 2025
- ICLR 2025 Workshop AgenticAI Reject
- Readers: Everyone
LLM-Augmented Chemical Synthesis and Design Decision Programs
Haorui Wang, Jeff Guo, Lingkai Kong, Rampi Ramprasad, Philippe Schwaller, Yuanqi Du, Chao Zhang
- Published: 05 Mar 2025, Last Modified: 28 Mar 2025
- ICLR 2025 Workshop AgenticAI Oral
- Readers: Everyone
Federated Learning for Decentralized Scientific Collaboration: Privacy-Preserving Multi-Agent AI for Cross-Domain Research
Sandeep Ravindra Tengali
- Published: 05 Mar 2025, Last Modified: 28 Mar 2025
- ICLR 2025 Workshop AgenticAI Reject
- Readers: Everyone
META-LEARNING FOR SCIENTIFIC HYPOTHESIS GENERATION AND EXPERIMENTAL DESIGN
Sandeep Ravindra Tengali
- Published: 05 Mar 2025, Last Modified: 28 Mar 2025
- ICLR 2025 Workshop AgenticAI Reject
- Readers: Everyone
Dynamic Knowledge Integration in Multi-Agent Systems for Content Inference
Atsushi Yamamoto, Takumi Iida, Taito Naruki, Akihiko Katagiri, Yudai Koike, Ryuta Shimogauchi, Kota Shimomura, Eri Onami, Koki Inoue, Osamu Ito
- Published: 05 Mar 2025, Last Modified: 28 Mar 2025
- ICLR 2025 Workshop AgenticAI Poster
- Readers: Everyone
CMAT: A Multi-Agent Collaboration Tuning Framework for Enhancing Small Language Models
梁学辰, Yangfan He, Meiling Tao, Yinghui Xia, Yijin Wang, Jianhui Wang, Kun Li, Jiayi Su, TIANYU SHI, Jun Wang, Yang Jingsong
- Published: 05 Mar 2025, Last Modified: 28 Mar 2025
- ICLR 2025 Workshop AgenticAI Oral
- Readers: Everyone