Qi Chen

77 papers · 2018–2026 · 18 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (18) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (12) 🧭 Keyword Pioneer 🌈 Renaissance Researcher (6) 🏃 Academic Marathon (7) 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird 🔬 Deep Specialist (13) 🏆 Keyword Champion 🏆 Grand Slam 💎 Century Club (74) ⚡ Prolific Year (8) 🚀 Conference Pioneer ❓ The Questioner 🔥 Unstoppable (8) 🗃️ Keyword Collector (382)

Conferences

NIPS (13) AAAI (11) CVPR (11) EMNLP (7) ICCV (6) IJCAI (5) ICML (4) ICLR (3) MICCAI (3) ACL (3) ECCV (2) INTERSPEECH (2) OSDI (2) AISTATS (1) NAACL (1) SEMEVAL (1) UAI (1) WACV (1)

Top co-authors

Qi Wu (8) Wei Wang (7) Mingkui Tan (6) Yuqi Wang (5) Changjian Shui (5) Mao Yang (5) Minh-Son To (4) Hao Sun (4) Weiwei Deng (4) Jiayi Ji (4)

Research topics

Keywords

large language model (6) semantic segmentation (5) zero-shot learning (4) medical imaging (4) multimodal learning (4) data augmentation (3) visual grounding (3) vision-language model (3) 3d referring expression segmentation (3) diffusion model (3) model compression (3) point cloud (3) self-supervised learning (3) speech synthesis (2) unsupervised learning (2) prototype learning (2) image generation (2) contrastive learning (2) video generation (2) transfer learning (2)

Papers

UniABG: Unified Adversarial View Bridging and Graph Correspondence for Unsupervised Cross-View Geo-Localization AAAI 2026

Tracking the Unstable: Appearance-Guided Motion Modeling for Robust Multi-Object Tracking in UAV-Captured Videos AAAI 2026

3D-DRES: Detailed 3D Referring Expression Segmentation AAAI 2026

RAG-SR: Retrieval-Augmented Generation for Neural Symbolic Regression ICLR 2025

Generalization in VAE and Diffusion Models: A Unified Information-Theoretic Analysis ICLR 2025

PedCLIP: A Vision-Language model for Pediatric X-rays with Mixture of Body part Experts MICCAI 2025

Controllable Image Synthesis Workflow for Enhancing Cervical Cell Detection MICCAI 2025

OVG-HQ: Online Video Grounding with Hybrid-modal Queries ICCV 2025

Training-Free Class Purification for Open-Vocabulary Semantic Segmentation ICCV 2025

Seeing the Trees for the Forest: Rethinking Weakly-Supervised Medical Visual Grounding ICCV 2025

Localizing Before Answering: A Benchmark for Grounded Medical Visual Question Answering IJCAI 2025

TSTAI: A Time-varying Brain Effective Connectivity Network Construction Method Combining with Brain Active Information IJCAI 2025

SketchAgent: Generating Structured Diagrams from Hand-Drawn Sketches IJCAI 2025

EpiCoder: Encompassing Diversity and Complexity in Code Generation ICML 2025

From Words to Structured Visuals: A Benchmark and Framework for Text-to-Diagram Generation and Editing CVPR 2025

Dual Energy-Based Model with Open-World Uncertainty Estimation for Out-of-distribution Detection CVPR 2025

Separation of Powers: On Segregating Knowledge from Observation in LLM-enabled Knowledge-based Visual Question Answering CVPR 2025

Integrative Decoding: Improving Factuality via Implicit Self-consistency ICLR 2025

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering EMNLP 2025

InMind: Evaluating LLMs in Capturing and Applying Individual Human Reasoning Styles EMNLP 2025

Lost in Pronunciation: Detecting Chinese Offensive Language Disguised by Phonetic Cloaking Replacement EMNLP 2025

Alleviating Performance Degradation Caused by Out-of-Distribution Issues in Embedding-Based Retrieval EMNLP 2025

Efficiently Selecting Response Generation Strategies for Synthetic Data Construction by Self-Aligned Perplexity EMNLP 2025

FinDebate: Multi-Agent Collaborative Intelligence for Financial Analysis EMNLP 2025

Bitrate-Controlled Diffusion for Disentangling Motion and Content in Video ICCV 2025

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

IPDN: Image-enhanced Prompt Decoding Network for 3D Referring Expression Segmentation AAAI 2025

VQTalker: Towards Multilingual Talking Avatars Through Facial Motion Tokenization AAAI 2025

Attention-Driven GUI Grounding: Leveraging Pretrained Multimodal Large Language Models Without Fine-Tuning AAAI 2025

Enhancing Large Language Model Performance with Gradient-Based Parameter Selection AAAI 2025

Velocitune: A Velocity-based Dynamic Domain Reweighting Method for Continual Pre-training ACL 2025

Multi-Hierarchical Fine-Grained Feature Mapping Driven by Feature Contributions for Molecular Odor Prediction IJCAI 2025

Weak-eval-Strong: Evaluating and Eliciting Lateral Thinking of LLMs with Situation Puzzles NIPS 2024

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation NIPS 2024

Towards Understanding Evolving Patterns in Sequential Data NIPS 2024

Accelerated Multi-Contrast MRI Reconstruction via Frequency and Spatial Mutual Learning MICCAI 2024

WebVLN: Vision-and-Language Navigation on Websites AAAI 2024

3D-STMN: Dependency-Driven Superpoint-Text Matching Network for End-to-End 3D Referring Expression Segmentation AAAI 2024

CREAD: A Classification-Restoration Framework with Error Adaptive Discretization for Watch Time Prediction in Video Recommender Systems AAAI 2024

G-NeRF: Geometry-enhanced Novel View Synthesis from Single-View Images CVPR 2024

Intersectional Unfairness Discovery ICML 2024

IRGen: Generative Modeling for Image Retrieval ECCV 2024

ProxEdit: Improving Tuning-Free Real Image Editing With Proximal Guidance WACV 2024

DKE-Research at SemEval-2024 Task 2: Incorporating Data Augmentation with Generative Models and Biomedical Knowledge to Enhance Inference Robustness NAACL 2024

Knowledge Distillation from Monolingual to Multilingual Models for Intelligent and Interpretable Multilingual Emotion Detection ACL 2024

PairAug: What Can Augmented Image-Text Pairs Do for Radiology? CVPR 2024

DKE-Research at SemEval-2024 Task 2: Incorporating Data Augmentation with Generative Models and Biomedical Knowledge to Enhance Inference Robustness SEMEVAL 2024

Towards Generalizable Tumor Synthesis CVPR 2024

Model-enhanced Vector Index NIPS 2023

On the Stability-Plasticity Dilemma in Continual Meta-Learning: Theory and Algorithm NIPS 2023

Prompt-based Zero-shot Text Classification with Conceptual Knowledge ACL 2023

Algorithm-Dependent Bounds for Representation Learning of Multi-Source Domain Adaptation AISTATS 2023

Prompt Switch: Efficient CLIP Adaptation for Text-Video Retrieval ICCV 2023

Self-Supervised Neuron Segmentation with Multi-Agent Reinforcement Learning IJCAI 2023

Attention-based Interactive Disentangling Network for Instance-level Emotional Voice Conversion INTERSPEECH 2023

VBASE: Unifying Online Vector Similarity Search and Relational Queries via Relaxed Monotonicity OSDI 2023

V2C: Visual Voice Cloning CVPR 2022

Learning Distinct and Representative Modes for Image Captioning NIPS 2022

Sublinear time algorithms for greedy selection in high dimensions UAI 2022

Self-Supervised Image-Specific Prototype Exploration for Weakly Supervised Semantic Segmentation CVPR 2022

An Alignment Method Leveraging Articulatory Features for Mispronunciation Detection and Diagnosis in L2 English INTERSPEECH 2022

Fair Representation Learning through Implicit Path Alignment ICML 2022

On Learning Fairness and Accuracy on Multiple Subgroups NIPS 2022

A Neural Corpus Indexer for Document Retrieval NIPS 2022

Optimization-Induced Graph Implicit Nonlinear Diffusion ICML 2022

PolarStream: Streaming Object Detection and Segmentation with Polar Pillars NIPS 2021

SPANN: Highly-efficient Billion-scale Approximate Nearest Neighborhood Search NIPS 2021

StrokeGAN: Reducing Mode Collapse in Chinese Font Generation via Stroke Encoding AAAI 2021

Generalization Bounds For Meta-Learning: An Information-Theoretic Analysis NIPS 2021

Contrastive Neural Architecture Search With Neural Architecture Comparators CVPR 2021

Object as Hotspots: An Anchor-Free 3D Object Detection Approach via Firing of Hotspots ECCV 2020

Intelligent Home 3D: Automatic 3D-House Design From Linguistic Descriptions Only CVPR 2020

Closed-Loop Matters: Dual Regression Networks for Single Image Super-Resolution CVPR 2020

Byzantine Ordered Consensus without Byzantine Oligarchy OSDI 2020

Every View Counts: Cross-View Consistency in 3D Object Detection with Hybrid-Cylindrical-Spherical Voxelization NIPS 2020

NAT: Neural Architecture Transformer for Accurate and Compact Architectures NIPS 2019

Auto-Dialabel: Labeling Dialogue Data with Unsupervised Learning EMNLP 2018