ImplicitMemBench: Measuring Unconscious Behavioral Adaptation in Large Language Models. - Chonghan Qin; Xiachong Feng; Weitao Ma; Xiaocheng Feng; Lingpeng Kong (ACL (1), 2026)

ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch. - Zheng Liu; Honglin Lin; Chonghan Qin; Xiaoyang Wang 007; Xin Gao 001; Yu Li 006; Mengzhang Cai; Yun Zhu 007; Zhanping Zhong; Qizhi Pei; Zhuoshi Pan; Xiaoran Shang; et al. (CoRR, 2026)

Scientific Image Synthesis: Benchmarking, Methodologies, and Downstream Utility. - Honglin Lin; Chonghan Qin; Zheng Liu; Qizhi Pei; Yu Li 006; Zhanping Zhong; Xin Gao 001; Yanfeng Wang; Conghui He; Lijun Wu 003 (CoRR, 2026)

MMFineReason: Closing the Multimodal Reasoning Gap via Open Data-Centric Methods. - Honglin Lin; Zheng Liu; Yun Zhu 007; Chonghan Qin; Juekai Lin; Xiaoran Shang; Conghui He; Wentao Zhang 001; Lijun Wu 003 (CoRR, 2026)

SAVOIR: Learning Social Savoir-Faire via Shapley-based Reward Attribution. - Xiachong Feng; Yi Jiang; Xiaocheng Feng; Deyi Yin; Libo Qin 001; Yangfan Ye; Lei Huang 021; Weitao Ma; Yuxuan Gu 004; Chonghan Qin; Bing Qin 001; Lingpeng Kong (CoRR, 2026)

The Granularity Axis: A Micro-to-Macro Latent Direction for Social Roles in Language Models. - Chonghan Qin; Xiachong Feng; Ziyun Song; Xiaocheng Feng; Jing Xiong; Lingpeng Kong (CoRR, 2026)