Hongyun Zhang

3 papers · 2025–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

AAAI (1) ICCV (1) IJCAI (1)

Top co-authors

Qi Zhang (2) Duoqian Miao (2) Jianing He (2) Zhihua Wei (2) Usman Naseem (1) Shufeng Hao (1) Kun Yi (1) Lijun Sun (1) Wen Shen (1) Juntao Chen (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Core AI (2) Optimization & Theory · Machine Learning (2) Deep Learning (1) Natural Language Processing (1) Application Areas (1) Learning Types (1) Optimization & Theory · Deep Learning (1) Resources & Methods (1)

Keywords

early exiting (2) inference efficiency (2) pre-trained language model (2) vision-language model (1) dynamic computation (1) referring expression comprehension (1) sample weighting (1) cross-modal attention (1) large language model (1) prediction certainty (1) null space projection (1) code-based reasoning (1) model compression (1) calibrated weighting (1) zero-shot learning (1) efficient inference (1)

Papers

COSEE: Consistency-Oriented Signal-Based Early Exiting via Calibrated Sample Weighting Mechanism AAAI 2025 Improving Prediction Certainty Estimation for Reliable Early Exiting via Null Space Projection IJCAI 2025 Leveraging Debiased Cross-modal Attention Maps and Code-based Reasoning for Zero-shot Referring Expression Comprehension ICCV 2025