Pengju Ren

8 papers · 2020–2026 · 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 (17) ⚡ Prolific Year · Productive

Venues

CVPR (3) AAAI (2) ACL (2) ECCV (1)

Top co-authors

Haiduo Huang (4) Jiajun Xu (2) Tian Xia (2) Jiaqi Guo (2) Zhenhua Liu (2) Jin Cui (2) Jiangcheng Song (2) Boran Zhao (2) Yunhe Wang (1) Wenzhe Zhao (1)

Research topics

Deep Learning (6) Artificial Intelligence (5) Core AI (5) Machine Learning (3) Architectures (3) Techniques (3) Application Areas (2) Learning Types (2) Computer Science (1) Computer Vision (1) Analysis (1) Foundations (1) Models (1) Optimization & Theory (1)

Keywords

knowledge distillation (2) large language model (2) catastrophic forgetting (1) domain generalization (1) curriculum learning (1) object detection (1) deformable convolution (1) coreset selection (1) chain-of-thought reasoning (1) channel attention (1) instance segmentation (1) instruction following (1) efficient inference (1) distribution matching (1) spectral graph theory (1) mixture of expert (1) frequency domain (1) parameter efficiency (1) inference acceleration (1) reasoning ability (1)

Papers

Double Rounding: Nearly Lossless Adaptive Bit Switching for QAT AAAI 2026 FAST: Topology-Aware Frequency-Domain Distribution Matching for Coreset Selection CVPR 2026 Jakiro: Boosting Speculative Decoding via Decoupled MoE ACL 2026 MIND: From Passive Mimicry to Active Reasoning through Capability-Aware Multi-Perspective CoT Distillation ACL 2026 PartialNet: Compute Less, Perform Better AAAI 2026 SelecTKD: Selective Token-Weighted Knowledge Distillation for LLMs CVPR 2026 AdaBin: Improving Binary Neural Networks with Adaptive Binary Sets ECCV 2022 CentripetalNet: Pursuing High-Quality Keypoint Pairs for Object Detection CVPR 2020