Learning Where to Embed: Noise-Aware Positional Embedding for Query Retrieval in Small-Object Detection. - Yangchen Zeng; Zhenyu Yu; Dongming Jiang; Wenbo Zhang; Yifan Hong 001; Zhanhua Hu; Jiao Luo; Kangning Cui (ICMR, 2026)

PDEAgent-Bench: A Multi-Metric, Multi-Library Benchmark for PDE Solver Generation. - Zhen Hang; Yushan Yashengjiang; Junhui Li; Huanshuo Dong; Yang Wei; Zhezheng Hao; Jiangtao Ma; Songlin Bai; Haozhong Kai; Xihang Yue; Gangzong Si; Dongming Jiang; et al. (CoRR, 2026)