Shu Liu

A Natural Primal-Dual Hybrid Gradient Method for Adversarial Neural Network Training on Solving Partial Differential Equation JMLR 2026 FinDABench: Benchmarking Financial Data Analysis Ability of Large Language Models COLING 2025 Language Models Can Easily Learn to Reason from Demonstrations EMNLP 2025 Lyra: An Efficient and Speech-Centric Framework for Omni-Cognition ICCV 2025 MR-GSM8K: A Meta-Reasoning Benchmark for Large Language Model Evaluation ICLR 2025 Cloudcast: High-Throughput, Cost-Aware Overlay Multicast in the Cloud NSDI 2024 Defect Spectrum: A Granular Look of Large-scale Defect Datasets with Rich Semantics ECCV 2024 Denoising Diffusion Step-aware Models ICLR 2024 LISA: Reasoning Segmentation via Large Language Model CVPR 2024 MTMamba: Enhancing Multi-Task Dense Scene Understanding by Mamba-Based Decoders ECCV 2024 Prompt Highlighter: Interactive Control for Multi-Modal LLMs CVPR 2024 RL-GPT: Integrating Reinforcement Learning and Code-as-policy NeurIPS 2024 Scalable Language Model with Generalized Continual Learning ICLR 2024 Hierarchical Dense Correlation Distillation for Few-Shot Segmentation CVPR 2023 Learning Context-Aware Classifier for Semantic Segmentation AAAI 2023 Not All Steps are Created Equal: Selective Diffusion Distillation for Image Manipulation ICCV 2023 Point2Pix: Photo-Realistic Point Cloud Rendering via Neural Radiance Fields CVPR 2023 Ref-NeuS: Ambiguity-Reduced Neural Implicit Surface Learning for Multi-View Reconstruction with Reflection ICCV 2023 Rethinking Out-of-Distribution (OOD) Detection: Masked Image Modeling Is All You Need CVPR 2023 A Robustly Optimized BMRC for Aspect Sentiment Triplet Extraction NAACL 2022 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 Deep Structured Instance Graph for Distilling Object Detectors ICCV 2021 Distilling Knowledge via Knowledge Review CVPR 2021 EmbedMask: Embedding Coupling for Instance Segmentation IJCAI 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 Improving Calibration for Long-Tailed Recognition CVPR 2021 Jigsaw Clustering for Unsupervised Visual Representation Learning CVPR 2021 Learnable Boundary Guided Adversarial Training ICCV 2021 Learning Stochastic Behaviour from Aggregate Data ICML 2021 Parametric Contrastive Learning ICCV 2021 Self-Supervised 3D Mesh Reconstruction From Single Images CVPR 2021 Semi-Supervised Semantic Segmentation With Directional Context-Aware Consistency CVPR 2021 Video Instance Segmentation With a Propose-Reduce Paradigm ICCV 2021 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 DSGN: Deep Stereo Geometry Network for 3D Object Detection CVPR 2020 PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation CVPR 2020 Amodal Instance Segmentation With KINS Dataset CVPR 2019 Associatively Segmenting Instances and Semantics in Point Clouds CVPR 2019 Fast and Practical Neural Architecture Search ICCV 2019 Fast Point R-CNN ICCV 2019 Hierarchical Point-Edge Interaction Network for Point Cloud Semantic Segmentation ICCV 2019 STD: Sparse-to-Dense 3D Object Detector for Point Cloud 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 NeurIPS 2018 SGN: Sequential Grouping Networks for Instance Segmentation ICCV 2017 Multi-Scale Patch Aggregation (MPA) for Simultaneous Detection and Segmentation CVPR 2016 Box Aggregation for Proposal Decimation: Last Mile of Object Detection ICCV 2015 Contour Box: Rejecting Object Proposals Without Explicit Closed Contours ICCV 2015 Semantic Segmentation With Object Clique Potential ICCV 2015