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- University of Chinese Academy of SciencesCN7 papers
- Chinese Academy of SciencesCN6 papers
- Hangzhou Dianzi UniversityCN2 papers
- Universitat de les Illes BalearsES2 papers
- Centre for Theoretical Physics and AstrophysicsUZ1 paper
- China Academy of Safety Sciences and TechnologyCN1 paper
- Dartmouth CollegeUS1 paper
- Dartmouth HospitalGB1 paper
- Georgia Institute of TechnologyUS1 paper
- HeliophysicsUS1 paper
- Inner Mongolia University of TechnologyCN1 paper
- Institute for Mobile and Satellite Communication TechnologyDE1 paper
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cs.LG2026
Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor
Siyuan Liu, Wenjing Liu, Zhiwei Xu +3
Empowered by large language models (LLMs), intelligent agents have become a popular paradigm for interacting with open environments to facilitate AI deployment. However, hallucinat…
cs.LG2026
DirMixE: Harnessing Test Agnostic Long-tail Recognition with Hierarchical Label Variations
Zhiyong Yang, Qianqian Xu, Sicong Li +3
This paper explores test-agnostic long-tail recognition, a challenging long-tail task where the test label distributions are unknown and arbitrarily imbalanced. We argue that the v…
cs.LG2026★ 1 cited
Live or Lie: Action-Aware Capsule Multiple Instance Learning for Risk Assessment in Live Streaming Platforms
Yiran Qiao, Jing Chen, Xiang Ao +3
Live streaming has become a cornerstone of today's internet, enabling massive real-time social interactions. However, it faces severe risks arising from sparse, coordinated malicio…