HAAF: Hierarchical Adaptation and Alignment of Foundation Models for Few-Shot Pathology Anomaly Detection. - Chunze Yang; Wenjie Zhao; Yue Tang; Junbo Lu; Jiusong Ge; Qidong Liu 008; Zeyu Gao 001; Chen Li 011 (WWW, 2026)

R2LED: Equipping Retrieval and Refinement in Lifelong User Modeling with Semantic IDs for CTR Prediction. - Qidong Liu 008; Gengnan Wang; Zhichen Liu; Moranxin Wang; Zijian Zhang 009; Xiao Han 004; Ni Zhang; Tao Qin; Chen Li 011 (CoRR, 2026)

Thinking in Scales: Accelerating Gigapixel Pathology Image Analysis via Adaptive Continuous Reasoning. - Jiusong Ge; Yingkang Zhan; Wenjie Zhao; Di Zhang; Ke Wang; Jiashuai Liu 001; Chunze Yang; Chengzu Li; Jian Zhang 002; Yuxin Dong 003; Ni Zhang; Qidong Liu 008; et al. (CoRR, 2026)

PathNavigate: A Training-Free Pathology Agent with Surprise-Guided Scan and Shared Slide Memory for Whole-Slide Image VQA. - Chunze Yang; Qidong Liu 008; Wenjie Zhao; Yue Tang; Jiusong Ge; Di Zhang; Jiashuai Liu 001; Lei Wu; Junbo Lu; Ni Zhang; Xian Wu 001; Zeyu Gao 001; et al. (CoRR, 2026)