Siwei Han

According to our database, Siwei Han authored at least 22 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

ClawArena: Benchmarking AI Agents in Evolving Information Environments.

Haonian Ji, Kaiwen Xiong, Siwei Han, Peng Xia, Shi Qiu, Yiyang Zhou, Jiaqi Liu, Jinlong Li, Bingzhou Li, Zeyu Zheng, Cihang Xie, Huaxiu Yao

CoRR, April, 2026

Omni-SimpleMem: Autoresearch-Guided Discovery of Lifelong Multimodal Agent Memory.

Jiaqi Liu, Zipeng Ling, Shi Qiu, Yanqing Liu, Siwei Han, Peng Xia, Haoqin Tu, Zeyu Zheng, Cihang Xie, Charles Fleming, Mingyu Ding, Huaxiu Yao

CoRR, April, 2026

MetaClaw: Just Talk - An Agent That Meta-Learns and Evolves in the Wild.

Peng Xia, Jianwen Chen, Xinyu Yang, Haoqin Tu, Jiaqi Liu, Kaiwen Xiong, Siwei Han, Shi Qiu, Haonian Ji, Yuyin Zhou, Zeyu Zheng, Cihang Xie, Huaxiu Yao

CoRR, March, 2026

Strategic Navigation or Stochastic Search? How Agents and Humans Reason Over Document Collections.

Lukasz Borchmann, Jordy Van Landeghem, Michal Turski, Shreyansh Padarha, Ryan Othniel Kearns, Adam Mahdi, Niels Rogge, Clémentine Fourrier, Siwei Han, Huaxiu Yao, Artemis Llabrés, Yiming Xu, Dimosthenis Karatzas, Hao Zhang, Anupam Datta

CoRR, March, 2026

SimpleOCR: Rendering Visualized Questions to Teach MLLMs to Read.

Yibo Peng, Peng Xia, Ding Zhong, Kaide Zeng, Siwei Han, Yiyang Zhou, Jiaqi Liu, Rui Zhang, Huaxiu Yao

CoRR, February, 2026

Agent World Model: Infinity Synthetic Environments for Agentic Reinforcement Learning.

Zhaoyang Wang, Canwen Xu, Boyi Liu, Yite Wang, Siwei Han, Zhewei Yao, Huaxiu Yao, Yuxiong He

CoRR, February, 2026

SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning.

Peng Xia, Jianwen Chen, Hanyang Wang, Jiaqi Liu, Kaide Zeng, Yu Wang, Siwei Han, Yiyang Zhou, Xujiang Zhao, Haifeng Chen, Zeyu Zheng, Cihang Xie, Huaxiu Yao

CoRR, February, 2026

SimpleMem: Efficient Lifelong Memory for LLM Agents.

Jiaqi Liu, Yaofeng Su, Peng Xia, Siwei Han, Zeyu Zheng, Cihang Xie, Mingyu Ding, Huaxiu Yao

CoRR, January, 2026

2025

Agent0-VL: Exploring Self-Evolving Agent for Tool-Integrated Vision-Language Reasoning.

Jiaqi Liu, Kaiwen Xiong, Peng Xia, Yiyang Zhou, Haonian Ji, Lu Feng, Siwei Han, Mingyu Ding, Huaxiu Yao

CoRR, November, 2025

Adapting Web Agents with Synthetic Supervision.

Zhaoyang Wang, Yiming Liang, Xuchao Zhang, Qianhui Wu, Siwei Han, Anson Bastos, Rujia Wang, Chetan Bansal, Baolin Peng, Jianfeng Gao, Saravan Rajmohan, Huaxiu Yao

CoRR, November, 2025

Alignment Tipping Process: How Self-Evolution Pushes LLM Agents Off the Rails.

Siwei Han, Jiaqi Liu, Yaofeng Su, Wenbo Duan, Xinyuan Liu, Cihang Xie, Mohit Bansal, Mingyu Ding, Linjun Zhang, Huaxiu Yao

CoRR, October, 2025

ReAgent-V: A Reward-Driven Multi-Agent Framework for Video Understanding.

Yiyang Zhou, Yangfan He, Yaofeng Su, Siwei Han, Joel Jang, Gedas Bertasius, Mohit Bansal, Huaxiu Yao

CoRR, June, 2025

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization.

Haonian Ji, Shi Qiu, Siyang Xin, Siwei Han, Zhaorun Chen, Dake Zhang, Hongyi Wang, Huaxiu Yao

CoRR, May, 2025

MDocAgent: A Multi-Modal Multi-Agent Framework for Document Understanding.

Siwei Han, Peng Xia, Ruiyi Zhang, Tong Sun, Yun Li, Hongtu Zhu, Huaxiu Yao

CoRR, March, 2025

MJ-VIDEO: Fine-Grained Benchmarking and Rewarding Video Preferences in Video Generation.

Haibo Tong, Zhaoyang Wang, Zhaorun Chen, Haonian Ji, Shi Qiu, Siwei Han, Kexin Geng, Zhongkai Xue, Yiyang Zhou, Peng Xia, Mingyu Ding, Rafael Rafailov, Chelsea Finn, Huaxiu Yao

CoRR, February, 2025

MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models.

Peng Xia, Siwei Han, Shi Qiu, Yiyang Zhou, Zhaoyang Wang, Wenhao Zheng, Zhaorun Chen, Chenhang Cui, Mingyu Ding, Linjie Li, Lijuan Wang, Huaxiu Yao

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

GLIMPSE: Do Large Vision-Language Models Truly Think With Videos or Just Glimpse at Them?

Yiyang Zhou, Linjie Li, Shi Qiu, Zhengyuan Yang, Yuyang Zhao, Siwei Han, Yangfan He, Kangqi Li, Haonian Ji, Zihao Zhao, Haibo Tong, Lijuan Wang, Huaxiu Yao

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

Generating Chain-of-Thoughts with a Direct Pairwise-Comparison Approach to Searching for the Most Promising Intermediate Thought.

Zhen-Yu Zhang, Siwei Han, Huaxiu Yao, Gang Niu, Masashi Sugiyama

CoRR, 2024

Generating Chain-of-Thoughts with a Pairwise-Comparison Approach to Searching for the Most Promising Intermediate Thought.

Zhen-Yu Zhang, Siwei Han, Huaxiu Yao, Gang Niu, Masashi Sugiyama

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Research on Pipeline Climbing Gait Control of Snake Robot Based on Compound Gait.

Zhifan Liu, Wu Wei, Xiongding Liu, Siwei Han

Proceedings of the 5th International Conference on Robotics, 2023

2021

The Design of Sliding Mode Controller of Permanent Magnet Synchronous Servo Motor Based on CMAC.

Zhou Yang, Siwei Han, Mingjun Wu, Yue Wang, Jianquan Liang, Zhongzhi Qu

Proceedings of the ICAIIS 2021: 2021 2nd International Conference on Artificial Intelligence and Information Systems, Chongqing, China, May 28, 2021

2018

Voltage and Fuel Utilization Control for Solid Oxide Fuel Cells with Combined L1 Adaptive - Predictive Control Strategy.

Siwei Han, Jiong Shen, Lei Pan, Li Sun

Proceedings of the 2018 Annual American Control Conference, 2018