ICLR 2025 Workshop LLM Reason and Plan Submissions

Benchmarking Agentic Workflow Generation
Shuofei Qiao, Runnan Fang, Zhisong Qiu, Xiaobin Wang, Ningyu Zhang, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen
- Published: 05 Mar 2025, Last Modified: 19 Mar 2025
- Reasoning and Planning for LLMs @ ICLR2025
- Readers: Everyone
EcoAct: Economic Agent Determines When to Register What Action
Shaokun Zhang, Jieyu Zhang, Dujian Ding, Jiale Liu, Mirian Del Carmen Hipolito Garcia, Ankur Mallick, Daniel Madrigal, Menglin Xia, Victor Rühle, Qingyun Wu, Chi Wang
- Published: 05 Mar 2025, Last Modified: 20 Mar 2025
- Reasoning and Planning for LLMs @ ICLR2025
- Readers: Everyone
Divide, Reweight, and Conquer: A Logit Arithmetic Approach for In-Context Learning
Chengsong Huang, Langlin Huang, Jiaxin Huang
- Published: 05 Mar 2025, Last Modified: 17 Mar 2025
- Reasoning and Planning for LLMs @ ICLR2025
- Readers: Everyone
Think Smarter not Harder: Adaptive Reasoning with Inference Aware Optimization
Zishun Yu, Tengyu Xu, Di Jin, Karthik Abinav Sankararaman, Yun He, Wenxuan Zhou, Zhouhao Zeng, Eryk Helenowski, Chen Zhu, Sinong Wang, Hao Ma, Han Fang
- Published: 05 Mar 2025, Last Modified: 16 Mar 2025
- Reasoning and Planning for LLMs @ ICLR2025
- Readers: Everyone
MIR-Bench: Benchmarking LLM's Long-Context Intelligence via Many-Shot In-Context Inductive Reasoning
Kai Yan, Zhan Ling, Kang Liu, Yifan Yang, Ting-Han Fan, Lingfeng Shen, Zhengyin Du, Jiecao Chen
- Published: 05 Mar 2025, Last Modified: 17 Mar 2025
- Reasoning and Planning for LLMs @ ICLR2025
- Readers: Everyone
QLASS: Boosting Language Agent Inference via Q-Guided Stepwise Search
Zongyu Lin, Yao Tang, Xingcheng Yao, Da Yin, Ziniu Hu, Yizhou Sun, Kai-Wei Chang
- Published: 05 Mar 2025, Last Modified: 16 Mar 2025
- Reasoning and Planning for LLMs @ ICLR2025
- Readers: Everyone
Spectral Journey: How Transformers Predict the Shortest Path
Andrew Cohen, Andrey Gromov, Kaiyu Yang, Yuandong Tian
- Published: 05 Mar 2025, Last Modified: 20 Mar 2025
- Reasoning and Planning for LLMs @ ICLR2025
- Readers: Everyone
Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension
Xiyao Wang, Zhengyuan Yang, Linjie Li, Hongjin Lu, Yuancheng Xu, Chung-Ching Lin, Kevin Lin, Furong Huang, Lijuan Wang
- Published: 05 Mar 2025, Last Modified: 20 Mar 2025
- Reasoning and Planning for LLMs @ ICLR2025
- Readers: Everyone
A Simple Model of Inference Scaling Laws
Noam Itzhak Levi
- Published: 05 Mar 2025, Last Modified: 11 Mar 2025
- Reasoning and Planning for LLMs @ ICLR2025
- Readers: Everyone
Reasoning3D - Grounding and Reasoning in 3D: Fine-Grained Zero-Shot Open-Vocabulary 3D Reasoning Part Segmentation via Large Vision-Language Models
Tianrun Chen, Chunan Yu, Jing Li, Jianqi Zhang, Lanyun Zhu, Deyi Ji, Yong Zhang, Ying Zang, Lingyun Sun, Zejian Li
- Published: 05 Mar 2025, Last Modified: 18 Mar 2025
- Reasoning and Planning for LLMs @ ICLR2025
- Readers: Everyone