Rongguang Ye

4 papers · 2020–2025 · 4 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13)

Venues

AAAI (1) ACL (1) CVPR (1) IJCAI (1)

Top co-authors

Ming Tang (2) Dongwei Ren (2) Zhaohui Zheng (2) Ping Wang (2) Qibin Hou (1) Jinze Li (1) Wei Liu (1) Ming-Ming Cheng (1) Wangmeng Zuo (1)

Research topics

Machine Learning (4) Deep Learning (3) Application Areas (3) Artificial Intelligence (2) Computer Vision (2) Analysis (2) Optimization & Theory · Machine Learning (2) Optimization & Theory · Deep Learning (2) Core AI (1) Learning Paradigms (1) Learning Types (1)

Keywords

object detection (2) model compression (2) knowledge distillation (1) neural network optimization (1) gaussian process (1) model pruning (1) loss function (1) dense object detection (1) intersection over union (1) parameter pruning (1) bounding box regression (1) large language model (1) non-maximum suppression (1) preference sampling (1) localization knowledge (1) feature imitation (1) logit mimicking (1) request processing (1) performance-fairness trade-off (1) local pareto front (1)

Papers

Learning Heterogeneous Performance-Fairness Trade-offs in Federated Learning IJCAI 2025 One-for-All Pruning: A Universal Model for Customized Compression of Large Language Models ACL 2025 Localization Distillation for Dense Object Detection CVPR 2022 Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression AAAI 2020