← Authors

Yukang Chen

31 papers · 2019–2026 · 6 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (5) πŸƒ Academic Marathon (6) 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (49) 🧭 Keyword Pioneer πŸ† Keyword Champion (2) 🀝 Dynamic Duo (18) πŸ”¬ Deep Specialist (10) 🧬 Topic Evolution πŸ‘₯ Mega-Team (25) πŸ”₯ Unstoppable (7) ⚑ Prolific Year (9) πŸ—ƒοΈ Keyword Collector (132) πŸ’Ž Century Club (30)

Conferences

CVPR (15) ICCV (6) NIPS (5) ICLR (3) AAAI (1) ACL (1)

Top co-authors

Jiaya Jia (19) Xiaojuan Qi (8) Yanwei Li (8) Xiangyu Zhang (5) Zhuotao Tian (5) Jianhui Liu (5) Jingyao Li (4) Xin Lai (4) Sitong Wu (4) Jian Sun (4)

Keywords

point cloud (6) object detection (6) 3d object detection (5) efficient computing (5) semantic segmentation (4) sparse convolution (4) neural architecture search (4) large language model (4) 3d semantic segmentation (3) multimodal learning (3) scale invariance (2) point cloud processing (2) vision language model (2) multi-modal learning (2) model compression (2) 3d vision (2) sparse attention (2) autonomous driving (2) data augmentation (1) knowledge distillation (1)

Papers

TraveLLaMA: A Multimodal Travel Assistant with Large-Scale Dataset and Structured Reasoning AAAI 2026
SparseVILA: Decoupling Visual Sparsity for Efficient VLM Inference ICCV 2025
VisionZip: Longer is Better but Not Necessary in Vision Language Models CVPR 2025
Mixture-of-Scores: Robust Image-Text Data Valuation via Three Lines of Code ICCV 2025
LongVILA: Scaling Long-Context Visual Language Models for Long Videos ICLR 2025
Lyra: An Efficient and Speech-Centric Framework for Omni-Cognition ICCV 2025
NVILA: Efficient Frontier Visual Language Models CVPR 2025
OA-CNNs: Omni-Adaptive Sparse CNNs for 3D Semantic Segmentation CVPR 2024
RL-GPT: Integrating Reinforcement Learning and Code-as-policy NIPS 2024
MR-Ben: A Meta-Reasoning Benchmark for Evaluating System-2 Thinking in LLMs NIPS 2024
E2-LLM: Efficient and Extreme Length Extension of Large Language Models ACL 2024
LISA: Reasoning Segmentation via Large Language Model CVPR 2024
Low-Rank Approximation for Sparse Attention in Multi-Modal LLMs CVPR 2024
SaCo Loss: Sample-wise Affinity Consistency for Vision-Language Pre-training CVPR 2024
LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models ICLR 2024
Denoising Diffusion Step-aware Models ICLR 2024
VoxelNeXt: Fully Sparse VoxelNet for 3D Object Detection and Tracking CVPR 2023
Data Pruning via Moving-one-Sample-out NIPS 2023
Mask-Attention-Free Transformer for 3D Instance Segmentation ICCV 2023
IST-Net: Prior-Free Category-Level Pose Estimation with Implicit Space Transformation ICCV 2023
FocalFormer3D: Focusing on Hard Instance for 3D Object Detection ICCV 2023
Spherical Transformer for LiDAR-Based 3D Recognition CVPR 2023
LargeKernel3D: Scaling Up Kernels in 3D Sparse CNNs CVPR 2023
Focal Sparse Convolutional Networks for 3D Object Detection CVPR 2022
Spatial Pruned Sparse Convolution for Efficient 3D Object Detection NIPS 2022
Voxel Field Fusion for 3D Object Detection CVPR 2022
Scale-Aware Automatic Augmentation for Object Detection CVPR 2021
Multi-Scale Aligned Distillation for Low-Resolution Detection CVPR 2021
Learning Dynamic Routing for Semantic Segmentation CVPR 2020
DetNAS: Backbone Search for Object Detection NIPS 2019
RENAS: Reinforced Evolutionary Neural Architecture Search CVPR 2019