← Authors

Si Liu

92 papers · 2013–2026 · 13 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (13) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (10) 🌈 Renaissance Researcher (10) πŸƒ Academic Marathon (12) πŸ—ΊοΈ Taxonomy Completionist (115) 🏠 Conference Loyalist (40) 🌱 Topic Pioneer πŸ”¬ Deep Specialist (17) 🧬 Topic Evolution 🀝 Dynamic Duo (15) πŸ† Grand Slam πŸ‘₯ Mega-Team (25) πŸ—ƒοΈ Keyword Collector (394) ⚑ Prolific Year (17) πŸš€ Conference Pioneer πŸ’Ž Century Club (90) πŸ”₯ Unstoppable (11) πŸ“ˆ Trend Setter

Conferences

CVPR (40) ICCV (15) ECCV (8) AAAI (7) ICLR (6) NIPS (6) IJCAI (4) EMNLP (1) ICML (1) JMLR (1) MICCAI (1) NSDI (1) OSDI (1)

Top co-authors

Yue Liao (15) hongsheng Li (11) Shaofei Huang (11) Jizhong Han (10) Tianrui Hui (10) Chen Gao (9) Jinyu Chen (8) Guanbin Li (8) Xiaochun Cao (7) Liang Lin (6)

Keywords

semantic segmentation (9) object detection (8) convolutional neural network (7) multimodal learning (6) video understanding (5) knowledge distillation (5) attention mechanism (4) weakly supervised learning (4) feature extraction (4) autonomous driving (4) image generation (4) generative adversarial network (3) reinforcement learning (3) multimodal large language model (3) representation learning (3) object tracking (3) human-object interaction (3) pose estimation (3) object localization (3) human-object interaction detection (3)

Papers

VaccineRAG: Boosting Multimodal Large Language Models’ Immunity to Harmful RAG Samples AAAI 2026
AerialVLA: A Vision-Language-Action Model for Aerial Navigation with Online Dialogue AAAI 2026
Generative Map Priors for Collaborative BEV Semantic Segmentation CVPR 2025
FlexDrive: Toward Trajectory Flexibility in Driving Scene Gaussian Splatting Reconstruction and Rendering CVPR 2025
Towards Realistic UAV Vision-Language Navigation: Platform, Benchmark, and Methodology ICLR 2025
Mixture Compressor for Mixture-of-Experts LLMs Gains More ICLR 2025
LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation ICLR 2025
Unleashing the Temporal-Spatial Reasoning Capacity of GPT for Training-Free Audio and Language Referenced Video Object Segmentation AAAI 2025
GaussianPainter: Painting Point Cloud into 3D Gaussians with Normal Guidance AAAI 2025
Point Cluster: A Compact Message Unit for Communication-Efficient Collaborative Perception ICLR 2025
CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective ICCV 2025
Video2BEV: Transforming Drone Videos to BEVs for Video-based Geo-localization ICCV 2025
CycleVAR: Repurposing Autoregressive Model for Unsupervised One-Step Image Translation ICCV 2025
Instruction-Oriented Preference Alignment for Enhancing Multi-Modal Comprehension Capability of MLLMs ICCV 2025
ViPE: Visual Perception in Parameter Space for Efficient Video-Language Understanding EMNLP 2025
VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection CVPR 2025
LLaVA-ST: A Multimodal Large Language Model for Fine-Grained Spatial-Temporal Understanding CVPR 2025
Revisiting Audio-Visual Segmentation with Vision-Centric Transformer CVPR 2025
Global-Local Collaborative Inference with LLM for Lidar-Based Open-Vocabulary Detection ECCV 2024
Image Understanding Makes for A Good Tokenizer for Image Generation NIPS 2024
CooHOI: Learning Cooperative Human-Object Interaction with Manipulated Object Dynamics NIPS 2024
Lumina-Next : Making Lumina-T2X Stronger and Faster with Next-DiT NIPS 2024
Communication-Efficient Collaborative Perception via Information Filling with Codebook CVPR 2024
SAFDNet: A Simple and Effective Network for Fully Sparse 3D Object Detection CVPR 2024
EASE-DETR: Easing the Competition among Object Queries CVPR 2024
Customize your NeRF: Adaptive Source Driven 3D Scene Editing via Local-Global Iterative Training CVPR 2024
Learning Background Prompts to Discover Implicit Knowledge for Open Vocabulary Object Detection CVPR 2024
FouriScale: A Frequency Perspective on Training-Free High-Resolution Image Synthesis ECCV 2024
LaMI-DETR: Open-Vocabulary Detection with Language Model Instruction ECCV 2024
Controllable Navigation Instruction Generation with Chain of Thought Prompting ECCV 2024
Asynchronous Large Language Model Enhanced Planner for Autonomous Driving ECCV 2024
ReSimAD: Zero-Shot 3D Domain Transfer for Autonomous Driving with Source Reconstruction and Target Simulation ICLR 2024
Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE ICLR 2024
Mask-Enhanced Segment Anything Model for Tumor Lesion Semantic Segmentation MICCAI 2024
Video Background Music Generation: Dataset, Method and Evaluation ICCV 2023
Omnidirectional Information Gathering for Knowledge Transfer-Based Audio-Visual Navigation ICCV 2023
Bridging Search Region Interaction With Template for RGB-T Tracking CVPR 2023
Adaptive Zone-Aware Hierarchical Planner for Vision-Language Navigation CVPR 2023
Improving Weakly Supervised Temporal Action Localization by Bridging Train-Test Gap in Pseudo Labels CVPR 2023
DETR With Additional Global Aggregation for Cross-Domain Weakly Supervised Object Detection CVPR 2023
Anchor3DLane: Learning To Regress 3D Anchors for Monocular 3D Lane Detection CVPR 2023
MARBLE: Music Audio Representation Benchmark for Universal Evaluation NIPS 2023
Detecting Transactional Bugs in Database Engines via Graph-Based Oracle Construction OSDI 2023
Optimizing the Placement of Roadside LiDARs for Autonomous Driving ICCV 2023
Object as Query: Lifting Any 2D Object Detector to 3D Detection ICCV 2023
Enriching Phrases with Coupled Pixel and Object Contexts for Panoptic Narrative Grounding IJCAI 2023
Boosting Verification of Deep Reinforcement Learning via Piece-Wise Linear Decision Neural Networks NIPS 2023
Object-Aware Distillation Pyramid for Open-Vocabulary Object Detection CVPR 2023
RHINE: Robust and High-performance Internet Naming with E2E Authenticity NSDI 2023
Discovering Sounding Objects by Audio Queries for Audio Visual Segmentation IJCAI 2023
Boosting Verified Training for Robust Image Classifications via Abstraction CVPR 2023
3D-SPS: Single-Stage 3D Visual Grounding via Referred Point Progressive Selection CVPR 2022
Language-Bridged Spatial-Temporal Interaction for Referring Video Object Segmentation CVPR 2022
GEN-VLKT: Simplify Association and Enhance Interaction Understanding for HOI Detection CVPR 2022
Reinforced Structured State-Evolution for Vision-Language Navigation CVPR 2022
PoseTrans: A Simple yet Effective Pose Transformation Augmentation for Human Pose Estimation ECCV 2022
Distribution-Aware Single-Stage Models for Multi-Person 3D Pose Estimation CVPR 2022
HEAD: HEtero-Assists Distillation for Heterogeneous Object Detectors ECCV 2022
PAC Guarantees and Effective Algorithms for Detecting Novel Categories JMLR 2022
General Instance Distillation for Object Detection CVPR 2021
Mining the Benefits of Two-stage and One-stage HOI Detection NIPS 2021
Language-Guided Global Image Editing via Cross-Modal Cyclic Mechanism ICCV 2021
Confidence-aware Non-repetitive Multimodal Transformers for TextCaps AAAI 2021
Reformulating HOI Detection As Adaptive Set Prediction CVPR 2021
Room-and-Object Aware Knowledge Reasoning for Remote Embodied Referring Expression CVPR 2021
Collaborative Spatial-Temporal Modeling for Language-Queried Video Actor Segmentation CVPR 2021
Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic Parsing CVPR 2021
Rule-Guided Compositional Representation Learning on Knowledge Graphs AAAI 2020
Linguistic Structure Guided Context Modeling for Referring Image Segmentation ECCV 2020
PPDM: Parallel Point Detection and Matching for Real-Time Human-Object Interaction Detection CVPR 2020
PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer CVPR 2020
Tree-Structured Policy Based Progressive Reinforcement Learning for Temporally Language Grounding in Video AAAI 2020
Referring Image Segmentation via Cross-Modal Progressive Comprehension CVPR 2020
A Real-Time Cross-Modality Correlation Filtering Method for Referring Expression Comprehension CVPR 2020
AdversarialNAS: Adversarial Neural Architecture Search for GANs CVPR 2020
RGB-Infrared Cross-Modality Person Re-Identification via Joint Pixel and Feature Alignment ICCV 2019
Building Detail-Sensitive Semantic Segmentation Networks With Polynomial Pooling CVPR 2019
Open Category Detection with PAC Guarantees ICML 2018
Ensemble Soft-Margin Softmax Loss for Image Classification IJCAI 2018
Learning Adaptive Receptive Fields for Deep Image Parsing Network CVPR 2017
Surveillance Video Parsing With Single Frame Supervision CVPR 2017
Makeup Like a Superstar: Deep Localized Makeup Transfer Network IJCAI 2016
Structural Correlation Filter for Robust Visual Tracking CVPR 2016
SketchNet: Sketch Classification With Web Images CVPR 2016
Human Parsing With Contextualized Convolutional Neural Network ICCV 2015
Towards Computational Baby Learning: A Weakly-Supervised Approach for Object Detection ICCV 2015
Structural Sparse Tracking CVPR 2015
Diversity-Induced Multi-View Subspace Clustering CVPR 2015
Low-Rank Tensor Constrained Multiview Subspace Clustering ICCV 2015
Matching-CNN Meets KNN: Quasi-Parametric Human Parsing CVPR 2015
SYM-FISH: A Symmetry-Aware Flip Invariant Sketch Histogram Shape Descriptor ICCV 2013
Low-Rank Sparse Coding for Image Classification ICCV 2013