Chengtao Lv

5 papers · 2024–2026 · 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13)

Venues

CVPR (2) AAAI (1) ACL (1) EMNLP (1)

Top co-authors

Jinyang Guo (3) Xianglong Liu (3) Ruihao Gong (3) Yushi Huang (3) Shiqiao Gu (2) Yifu Ding (2) Dacheng Tao (2) Hong Chen (2) Yang Yong (2) Wenya Wang (1)

Research topics

Deep Learning (4) Machine Learning (4) Application Areas (4) Artificial Intelligence (3) Core AI (3) Optimization & Theory (3) Computer Vision (2) Models (2) Natural Language Processing (1) Analysis (1) Generation (1) Resources & Methods (1) Techniques (1)

Keywords

model compression (4) model quantization (2) large language model (2) efficient computing (2) knowledge distillation (1) instance segmentation (1) distribution matching (1) diffusion model (1) vision-language model (1) parameter quantization (1) linear attention (1) segment anything model (1) mixed precision (1) layer selection (1) token reduction (1) bitwise operation (1) compression toolkit (1) post-training quantization (1) video generation (1) attention mechanism (1)

Papers

LinVideo: A Post-Training Framework towards O(n) Attention in Efficient Video Generation CVPR 2026 LLMC+: Benchmarking Vision-Language Model Compression with a plug-and-play Toolkit AAAI 2026 DB-LLM: Accurate Dual-Binarization for Efficient LLMs ACL 2024 LLMC: Benchmarking Large Language Model Quantization with a Versatile Compression Toolkit EMNLP 2024 PTQ4SAM: Post-Training Quantization for Segment Anything CVPR 2024