← Authors

Shu Liu

55 papers · 2015–2025 · 12 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (12) πŸƒ Academic Marathon (10) 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (86) 🏠 Conference Loyalist (20) πŸ† Grand Slam 🀝 Dynamic Duo (42) πŸ”¬ Deep Specialist (12) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (225) πŸ’Ž Century Club (55) πŸ”₯ Unstoppable (11) ⚑ Prolific Year (6)

Conferences

CVPR (20) ICCV (17) ECCV (6) ICLR (3) NIPS (2) AAAI (1) COLING (1) EMNLP (1) ICML (1) IJCAI (1) NAACL (1) NSDI (1)

Top co-authors

Jiaya Jia (42) Li Jiang (8) Hengshuang Zhao (8) Pengguang Chen (8) Zhuotao Tian (8) Xiaoyong Shen (7) Xin Lai (7) Liwei Wang (6) Jiequan Cui (5) Jianping Shi (5)

Keywords

semantic segmentation (10) object detection (9) instance segmentation (6) point cloud (5) large language model (4) 3d object detection (4) contrastive learning (4) 3d reconstruction (3) 3d vision (3) attention mechanism (3) feature learning (2) semi-supervised learning (2) image classification (2) neural rendering (2) image segmentation (2) representation learning (2) knowledge distillation (2) embedding learning (2) sentiment analysis (2) few-shot learning (2)

Papers

Lyra: An Efficient and Speech-Centric Framework for Omni-Cognition ICCV 2025
FinDABench: Benchmarking Financial Data Analysis Ability of Large Language Models COLING 2025
MR-GSM8K: A Meta-Reasoning Benchmark for Large Language Model Evaluation ICLR 2025
Language Models Can Easily Learn to Reason from Demonstrations EMNLP 2025
RL-GPT: Integrating Reinforcement Learning and Code-as-policy NIPS 2024
MTMamba: Enhancing Multi-Task Dense Scene Understanding by Mamba-Based Decoders ECCV 2024
Scalable Language Model with Generalized Continual Learning ICLR 2024
Cloudcast: High-Throughput, Cost-Aware Overlay Multicast in the Cloud NSDI 2024
Denoising Diffusion Step-aware Models ICLR 2024
Defect Spectrum: A Granular Look of Large-scale Defect Datasets with Rich Semantics ECCV 2024
Prompt Highlighter: Interactive Control for Multi-Modal LLMs CVPR 2024
LISA: Reasoning Segmentation via Large Language Model CVPR 2024
Learning Context-Aware Classifier for Semantic Segmentation AAAI 2023
Rethinking Out-of-Distribution (OOD) Detection: Masked Image Modeling Is All You Need CVPR 2023
Point2Pix: Photo-Realistic Point Cloud Rendering via Neural Radiance Fields CVPR 2023
Hierarchical Dense Correlation Distillation for Few-Shot Segmentation CVPR 2023
Ref-NeuS: Ambiguity-Reduced Neural Implicit Surface Learning for Multi-View Reconstruction with Reflection ICCV 2023
Not All Steps are Created Equal: Selective Diffusion Distillation for Image Manipulation ICCV 2023
DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation ECCV 2022
EfficientNeRF Efficient Neural Radiance Fields CVPR 2022
Generalized Few-Shot Semantic Segmentation CVPR 2022
Stratified Transformer for 3D Point Cloud Segmentation CVPR 2022
A Robustly Optimized BMRC for Aspect Sentiment Triplet Extraction NAACL 2022
Improving Calibration for Long-Tailed Recognition CVPR 2021
Jigsaw Clustering for Unsupervised Visual Representation Learning CVPR 2021
Semi-Supervised Semantic Segmentation With Directional Context-Aware Consistency CVPR 2021
Distilling Knowledge via Knowledge Review CVPR 2021
Guided Point Contrastive Learning for Semi-Supervised Point Cloud Semantic Segmentation ICCV 2021
HRegNet: A Hierarchical Network for Large-Scale Outdoor LiDAR Point Cloud Registration ICCV 2021
Deep Structured Instance Graph for Distilling Object Detectors ICCV 2021
Video Instance Segmentation With a Propose-Reduce Paradigm ICCV 2021
Learnable Boundary Guided Adversarial Training ICCV 2021
Parametric Contrastive Learning ICCV 2021
Learning Stochastic Behaviour from Aggregate Data ICML 2021
EmbedMask: Embedding Coupling for Instance Segmentation IJCAI 2021
Self-Supervised 3D Mesh Reconstruction From Single Images CVPR 2021
DSGN: Deep Stereo Geometry Network for 3D Object Detection CVPR 2020
PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation CVPR 2020
3DSSD: Point-Based 3D Single Stage Object Detector CVPR 2020
CN: Channel Normalization For Point Cloud Recognition ECCV 2020
Dive Deeper Into Box for Object Detection ECCV 2020
STD: Sparse-to-Dense 3D Object Detector for Point Cloud ICCV 2019
Fast Point R-CNN ICCV 2019
Hierarchical Point-Edge Interaction Network for Point Cloud Semantic Segmentation ICCV 2019
Associatively Segmenting Instances and Semantics in Point Clouds CVPR 2019
Amodal Instance Segmentation With KINS Dataset CVPR 2019
Fast and Practical Neural Architecture Search ICCV 2019
Path Aggregation Network for Instance Segmentation CVPR 2018
PSANet: Point-wise Spatial Attention Network for Scene Parsing ECCV 2018
Sequential Context Encoding for Duplicate Removal NIPS 2018
SGN: Sequential Grouping Networks for Instance Segmentation ICCV 2017
Multi-Scale Patch Aggregation (MPA) for Simultaneous Detection and Segmentation CVPR 2016
Contour Box: Rejecting Object Proposals Without Explicit Closed Contours ICCV 2015
Box Aggregation for Proposal Decimation: Last Mile of Object Detection ICCV 2015
Semantic Segmentation With Object Clique Potential ICCV 2015