Longjun Liu

3 papers · 2022–2024 · 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 (12)

Venues

AAAI (1) ACML (1) CVPR (1)

Top co-authors

Haonan Zhang (3) Hongyi He (2) Nanning Zheng (1) Xinyu Lei (1) Zhao Yang (1) Hengyi Zhou (1) Yuqi Huang (1) Yuhai Li (1) Bihan Wen (1) Wanchen Liu (1)

Research topics

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

Keywords

neural architecture search (2) model quantization (1) robust optimization (1) knowledge distillation (1) model pruning (1) distribution learning (1) 3d object detection (1) bilevel optimization (1) mixed-precision quantization (1) lightweight model (1) differentiable search (1) candidate importance (1) weight-sharing supernet (1) model compression (1) supernet optimization (1)

Papers

CaKDP: Category-aware Knowledge Distillation and Pruning Framework for Lightweight 3D Object Detection CVPR 2024 IS-DARTS: Stabilizing DARTS through Precise Measurement on Candidate Importance AAAI 2024 A Novel Differentiable Mixed-Precision Quantization Search Framework for Alleviating the Matthew Effect and Improving Robustness ACML 2022