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2026 顶会论文

作者位次 #3/7ECCV 2026Poster

CascadeProto: Cascaded Cross-Modal Prototype Purification via Entropy-Aware Learning for Few-Shot 3D Point Cloud Segmentation

Changshuo Wang · Weijun Li · Fan Mo · Zhonghang Liu · Shuting He · Prayag Tiwari · Dimitrios Kanoulas

Open-World Recognition, Segmentation & TransferOpenReview

作者位次 #8/12ACL 2026Poster· Natural Language Processing

Lightweight LLM Agent Memory with Small Language Models

Jiaquan Zhang · Chaoning Zhang · Shuxu Chen · Zhenzhen Huang · Pengcheng Zheng · Zhicheng Wang · Ping Guo · Fan Mo · Sung-Ho Bae · Jie Zou · Jiwei Wei · Yang Yang

摘要

Although LLM agents can leverage tools for complex tasks, they still need memory to maintain cross-turn consistency and accumulate reusable information in long-horizon interactions. However, retrieval-based external memory systems incur low online overhead but suffer from unstable accuracy due to...

检索与知识效率与系统智能体与工具OpenReview 项目页

作者位次 #7/11KDD 2026Oral· Knowledge Discovery & Data Mining

TF-SNO: Time-Frequency Gated Spectral Neural Operators for Learning Non-Stationary Partial Differential Equations

Yitian Zhou · Chaoning Zhang · Zhenzhen Huang · Haoxuan Yu · Jiaquan Zhang · Yiran Li · Fan Mo · Kuien Liu · Jie Zou · Caiyan Qin · Yang Yang

检索与知识OpenReview

Fan Mo

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2026 顶会论文

CascadeProto: Cascaded Cross-Modal Prototype Purification via Entropy-Aware Learning for Few-Shot 3D Point Cloud Segmentation

Lightweight LLM Agent Memory with Small Language Models

TF-SNO: Time-Frequency Gated Spectral Neural Operators for Learning Non-Stationary Partial Differential Equations

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