Chen Liu

60 papers · 2016–2026 · 18 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (18) 🧭 Keyword Pioneer 🌍 Conference Polyglot (18) 🏃 Academic Marathon (10) 🐝 Cross-Pollinator (13) 🧬 Topic Evolution 👥 Mega-Team (71) 🏆 Grand Slam 🚀 Conference Pioneer 🔥 Unstoppable (11) ❓ The Questioner 📈 Trend Setter 💎 Century Club (59) 🗃️ Keyword Collector (284) ⚡ Prolific Year (14)

Conferences

CVPR (14) NIPS (8) EMNLP (6) ICCV (6) ICML (5) ACL (3) IJCAI (3) WACV (2) JMLR (2) ECCV (2) AAAI (2) ICLR (1) IJCNLP (1) INTERSPEECH (1) MICCAI (1) NAACL (1) COLING (1) NSDI (1)

Top co-authors

Yasutaka Furukawa (7) Xin Yu (6) Yanwei Fu (5) Lincheng Li (5) Mathieu Salzmann (4) Chengming Xu (4) Sabine Süsstrunk (4) Anderson De Andrade (4) Liying Yang (3) Muhammad Osama (3)

Research topics

Keywords

neural network (6) few-shot learning (6) multimodal learning (4) semantic segmentation (4) adversarial robustness (4) adversarial training (4) 3d reconstruction (3) large language model (3) diffusion model (3) foundation model (3) self-supervised learning (3) text classification (3) contrastive learning (3) pose estimation (3) audio-visual segmentation (3) feature learning (2) semi-supervised learning (2) depth estimation (2) semantic parsing (2) medical imaging (2)

Papers

RCP-LO: A Relative Coordinate Prediction Framework for Generalizable Deep LiDAR Odometry AAAI 2026

Self-Supervised Visual Prompting for Cross-Domain Road Damage Detection WACV 2026

Design2GarmentCode: Turning Design Concepts to Tangible Garments Through Program Synthesis CVPR 2025

Robust Audio-Visual Segmentation via Audio-Guided Visual Convergent Alignment CVPR 2025

DiffLO: Semantic-Aware LiDAR Odometry with Diffusion-Based Refinement CVPR 2025

Dynamic Derivation and Elimination: Audio Visual Segmentation with Enhanced Audio Semantics CVPR 2025

LightLoc: Learning Outdoor LiDAR Localization at Light Speed CVPR 2025

Optimal Sample Selection Through Uncertainty Estimation and Its Application in Deep Learning JMLR 2025

Hierarchy UGP: Hierarchy Unified Gaussian Primitive for Large-Scale Dynamic Scene Reconstruction ICCV 2025

VenusFactory: An Integrated System for Protein Engineering with Data Retrieval and Language Model Fine-Tuning ACL 2025

Generative Video Bi-flow ICCV 2025

Scaling Tumor Segmentation: Best Lessons from Real and Synthetic Data ICCV 2025

CourtReasoner: Can LLM Agents Reason Like Judges? EMNLP 2025

Not All Frame Features Are Equal: Video-to-4D Generation via Decoupling Dynamic-Static Features ICCV 2025

ReconDreamer: Crafting World Models for Driving Scene Reconstruction via Online Restoration CVPR 2025

On the Impact of Hard Adversarial Instances on Overfitting in Adversarial Training JMLR 2024

AdjointDEIS: Efficient Gradients for Diffusion Models NIPS 2024

Concentrate Attention: Towards Domain-Generalizable Prompt Optimization for Language Models NIPS 2024

Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation NIPS 2024

USCILab3D: A Large-scale, Long-term, Semantically Annotated Outdoor Dataset NIPS 2024

Towards Global Optimal Visual In-Context Learning Prompt Selection NIPS 2024

Mixture of Adversarial LoRAs: Boosting Robust Generalization in Meta-Tuning NIPS 2024

Benchmarking Audio Visual Segmentation for Long-Untrimmed Videos CVPR 2024

CPT-VR: Improving Surface Rendering via Closest Point Transform with View-Reflection Appearance ECCV 2024

StablePT : Towards Stable Prompting for Few-shot Learning via Input Separation EMNLP 2024

Towards Efficient Training and Evaluation of Robust Models against $l_0$ Bounded Adversarial Perturbations ICML 2024

Large Language Model Guided Knowledge Distillation for Time Series Anomaly Detection IJCAI 2024

CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation MICCAI 2024

When 3D Bounding-Box Meets SAM: Point Cloud Instance Segmentation With Weak-and-Noisy Supervision WACV 2024

Empowering Azure Storage with RDMA NSDI 2023

Towards Stable and Efficient Adversarial Training against $l_1$ Bounded Adversarial Attacks ICML 2023

Diverse 3D Hand Gesture Prediction From Body Dynamics by Bilateral Hand Disentanglement CVPR 2023

Behavior Prior Representation learning for Offline Reinforcement Learning ICLR 2023

FigMemes: A Dataset for Figurative Language Identification in Politically-Opinionated Memes EMNLP 2022

Neural Inertial Localization CVPR 2022

Robust Binary Models by Pruning Randomly-initialized Networks NIPS 2022

Exploring Label Hierarchy in a Generative Way for Hierarchical Text Classification COLING 2022

FLiText: A Faster and Lighter Semi-Supervised Text Classification with Convolution Networks EMNLP 2021

MG-DVD: A Real-time Framework for Malware Variant Detection Based on Dynamic Heterogeneous Graph Learning IJCAI 2021

Learning Dynamic Alignment via Meta-Filter for Few-Shot Learning CVPR 2021

An Architecture for Accelerated Large-Scale Inference of Transformer-Based Language Models NAACL 2021

Learning a Few-shot Embedding Model with Contrastive Learning AAAI 2021

DessiLBI: Exploring Structural Sparsity of Deep Networks via Differential Inclusion Paths ICML 2020

Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing ACL 2020

Jointly Encoding Word Confusion Network and Dialogue Context with BERT for Spoken Language Understanding INTERSPEECH 2020

On the Loss Landscape of Adversarial Training: Identifying Challenges and How to Overcome Them NIPS 2020

Instance Credibility Inference for Few-Shot Learning CVPR 2020

Finding Mixed Nash Equilibria of Generative Adversarial Networks ICML 2019

Semantic Parsing with Dual Learning ACL 2019

Floor-SP: Inverse CAD for Floorplans by Sequential Room-Wise Shortest Path ICCV 2019

PlaneRCNN: 3D Plane Detection and Reconstruction From a Single Image CVPR 2019

DENS: A Dataset for Multi-class Emotion Analysis EMNLP 2019

On Certifying Non-Uniform Bounds against Adversarial Attacks ICML 2019

DENS: A Dataset for Multi-class Emotion Analysis IJCNLP 2019

Exploring Multilingual Syntactic Sentence Representations EMNLP 2019

PlaneNet: Piece-Wise Planar Reconstruction From a Single RGB Image CVPR 2018

Integrating Demand Response and Renewable Energy In Wholesale Market IJCAI 2018

FloorNet: A Unified Framework for Floorplan Reconstruction from 3D Scans ECCV 2018

Raster-To-Vector: Revisiting Floorplan Transformation ICCV 2017

Layered Scene Decomposition via the Occlusion-CRF CVPR 2016