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- 2026
[c3]Guancheng Wan, Mo Zhou, Ziyi Wang, Xiaoran Shang, Eric Hanchen Jiang, Guibin Zhang, Jinhe Bi, Yunpu Ma, Zaixi Zhang, Ke Liang, Wenke Huang:
DAWN: Distributed LLM Multi-Agent Workflow Synthesis. AAAI 2026: 26099-26106- [c2]Zheng Liu, Honglin Lin, Xiaoyang Wang, Xin Gao, Yu Li, Mengzhang Cai, Yun Zhu, Zhanping Zhong, Qizhi Pei, Zhuoshi Pan, Xiaoran Shang, Conghui He, Bin Cui, Wentao Zhang, Lijun Wu:
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch. ACL (1) 2026: 7551-7577 - [c1]Yu Li, Xiaoran Shang, Qizhi Pei, Yun Zhu, Xin Gao, Honglin Lin, Zhanping Zhong, Zhuoshi Pan, Zheng Liu, Xiaoyang Wang, Conghui He, Dahua Lin, Feng Zhao, Lijun Wu:
Tracing the Roots: A Multi-Agent Framework for Uncovering Data Lineage in Post-Training LLMs. ACL (1) 2026: 9606-9625 - [i7]Zheng Liu, Honglin Lin, Chonghan Qin, Xiaoyang Wang, Xin Gao, Yu Li, Mengzhang Cai, Yun Zhu, Zhanping Zhong, Qizhi Pei, Zhuoshi Pan, Xiaoran Shang, Bin Cui, Conghui He, Wentao Zhang, Lijun Wu:
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch. CoRR abs/2601.13606 (2026) - [i6]Honglin Lin, Zheng Liu, Yun Zhu, Chonghan Qin, Juekai Lin, Xiaoran Shang, Conghui He, Wentao Zhang, Lijun Wu:
MMFineReason: Closing the Multimodal Reasoning Gap via Open Data-Centric Methods. CoRR abs/2601.21821 (2026) - [i5]Chuanyang Zheng, Jiankai Sun, Yihang Gao, Chi Wang, Yuehao Wang, Jing Xiong, Liliang Ren, Bo Peng, Qingmei Wang, Xiaoran Shang, Mac Schwager, Anderson Schneider, Yuriy Nevmyvaka, Xiaodong Liu:
GeoNorm: Unify Pre-Norm and Post-Norm with Geodesic Optimization. CoRR abs/2601.22095 (2026) - [i4]Boren Hu, Xiao Liu, Boci Peng, Xinping Zhao, Xiaoran Shang, Yun Zhu, Lijun Wu:
Bidirectional Curriculum Generation: A Multi-Agent Framework for Data-Efficient Mathematical Reasoning. CoRR abs/2603.05120 (2026) - [i3]Yu Li, Xiaoran Shang, Qizhi Pei, Yun Zhu, Xin Gao, Honglin Lin, Zhanping Zhong, Zhuoshi Pan, Zheng Liu, Xiaoyang Wang, Conghui He, Dahua Lin, Feng Zhao, Lijun Wu:
Tracing the Roots: A Multi-Agent Framework for Uncovering Data Lineage in Post-Training LLMs. CoRR abs/2604.10480 (2026) - 2025
- [i2]Shuai Lyu, Haoran Luo, Zhonghong Ou, Yifan Zhu, Xiaoran Shang, Yang Qin, Meina Song:
SQL-o1: A Self-Reward Heuristic Dynamic Search Method for Text-to-SQL. CoRR abs/2502.11741 (2025) - [i1]Mengzhang Cai, Xin Gao, Yu Li, Honglin Lin, Zheng Liu, Zhuoshi Pan, Qizhi Pei, Xiaoran Shang, Mengyuan Sun, Zinan Tang, Xiaoyang Wang, Zhanping Zhong, Yun Zhu, Dahua Lin, Conghui He, Lijun Wu:
OpenDataArena: A Fair and Open Arena for Benchmarking Post-Training Dataset Value. CoRR abs/2512.14051 (2025)
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