Beyond Static Tools: Test-Time Tool Evolution for Scientific Reasoning. - Jiaxuan Lu; Ziyu Kong; Yemin Wang; Rong Fu; Haiyuan Wan; Cheng Yang; Wenjie Lou; Haoran Sun; Lilong Wang; Yankai Jiang 003; Xiaosong Wang 001; Xiao Sun; et al. (CoRR, 2026)

Can Deep Research Agents Retrieve and Organize? Evaluating the Synthesis Gap with Expert Taxonomies. - Ming Zhang 030; Jiabao Zhuang; Wenqing Jing; Kexin Tan; Ziyu Kong; Jingyi Deng; Yujiong Shen; Yuhang Zhao; Ning Luo; Renzhe Zheng; Jiahui Lin; Mingqi Wu; et al. (CoRR, 2026)

zkCraft: Prompt-Guided LLM as a Zero-Shot Mutation Pattern Oracle for TCCT-Powered ZK Fuzzing. - Rong Fu; Jia Yee Tan; Wenxin Zhang 005; Youjin Wang; Ziyu Kong; Zeli Su; Zhaolu Kang; Shuning Zhang; Xianda Li; Kun Liu; Simon Fong 001 (CoRR, 2026)

Chimera: Neuro-Symbolic Attention Primitives for Trustworthy Dataplane Intelligence. - Rong Fu; Wenxin Zhang 005; Xiaowen Ma; Kun Liu; Wangyu Wu; Ziyu Kong; Jia Yee Tan; Tailong Luo; Xianda Li; Zeli Su; Youjin Wang; Yongtai Liu; et al. (CoRR, 2026)