Xinyu Lyu

4 papers · 2022–2025 · 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 (15)

Venues

CVPR (2) AAAI (1) NeurIPS (1)

Top co-authors

Lianli Gao (3) Jingkuan Song (3) Heng Tao Shen (2) Shen Li (1) Yuyu Guo (1) Yong Li (1) Yubin Shi (1) Beitao Chen (1) Wanchen Sui (1) Zhou Zhao (1)

Research topics

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

Keywords

scene graph generation (2) model quantization (1) post-training quantization (1) metric learning (1) embedding space (1) object detection (1) prototype learning (1) fine-grained classification (1) relation prediction (1) low-rank adaptation (1) hallucination mitigation (1) large vision-language model (1) low-bit quantization (1) relation detection (1) contrastive decoding (1) visual language model (1) preference model (1) semantic relationship (1) visual relationship (1) entity matching (1)

Papers

ASER: Activation Smoothing and Error Reconstruction for Large Language Model Quantization AAAI 2025 Alleviating Hallucinations in Large Vision-Language Models through Hallucination-Induced Optimization NeurIPS 2024 Prototype-Based Embedding Network for Scene Graph Generation CVPR 2023 Fine-Grained Predicates Learning for Scene Graph Generation CVPR 2022