Wind speed prediction using ensemble and optimizer strategy. - Sicheng Fan (ICISCAE, 2023)

ASA: Training-Free Representation Engineering for Tool-Calling Agents. - Youjin Wang; Run Zhou; Rong Fu; Shuaishuai Cao; Hongwei Zeng; Jiaxuan Lu; Sicheng Fan; Jiaqiao Zhao; Liangming Pan (CoRR, 2026)

WebFactory: Automated Compression of Foundational Language Intelligence into Grounded Web Agents. - Sicheng Fan; Qingyun Shi; Shengze Xu; Shengbo Cai; Tieyong Zeng; Li Ling; Yanyi Shang; Dehan Kong (CoRR, 2026)

WebChain: A Large-Scale Human-Annotated Dataset of Real-World Web Interaction Traces. - Sicheng Fan; Rui Wan; Yifei Leng; Gaoning Liang; Li Ling; Yanyi Shang; Dehan Kong (CoRR, 2026)