Qiang Xu

47 papers · 2020–2026 · 13 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (13) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (10) 🌈 Renaissance Researcher (8) 🗺️ Taxonomy Completionist (78) 👑 Triple Crown 🔬 Deep Specialist (10) 🤝 Dynamic Duo (15) 🏆 Grand Slam 🚀 Conference Pioneer 🔥 Unstoppable (7) 💎 Century Club (43) 🗃️ Keyword Collector (165) ❓ The Questioner ⚡ Prolific Year (12)

Conferences

AAAI (7) ICLR (7) NIPS (6) CVPR (5) ECCV (5) ICCV (5) ICML (3) WACV (3) INTERSPEECH (2) ACL (1) EMNLP (1) IJCAI (1) NAACL (1)

Top co-authors

Ailing Zeng (15) Ruiyuan Gao (11) Xuan Ju (10) Lanqing Hong (6) Qiuxia LAI (6) Minhao LIU (6) Zhijian Xu (5) Yijun Yang (5) Yuxuan Bian (4) Muxi Chen (4)

Keywords

diffusion model (9) large language model (4) vision-language model (3) video generation (3) autonomous driving (3) graph neural network (3) multimodal learning (3) human pose estimation (3) image generation (3) object detection (2) diffusion transformer (2) human image generation (2) multimodal control (2) adversarial attack (2) 3d pose estimation (2) image editing (2) time series forecasting (2) automatic speech recognition (2) text-to-image model (2) information bottleneck (1)

Papers

MagicDrive3D: Controllable 3D Generation for Any-View Rendering in Street Scenes WACV 2026

Activations as Features: Probing LLMs for Generalizable Essay Scoring Representations AAAI 2026

FIXME: Towards End-to-End Benchmarking of LLM-Aided Design Verification AAAI 2026

Multi-Faceted Attack: Exposing Cross-Model Vulnerabilities in Defense-Equipped Vision-Language Models AAAI 2026

DynamicRTL: RTL Representation Learning for Dynamic Circuit Behavior AAAI 2026

DeepLayout: Learning Neural Representations of Circuit Placement Layout ICML 2025

MotionCraft: Crafting Whole-Body Motion with Plug-and-Play Multimodal Controls AAAI 2025

DeepRTL2: A Versatile Model for RTL-Related Tasks ACL 2025

MagicDrive-V2: High-Resolution Long Video Generation for Autonomous Driving with Adaptive Control ICCV 2025

FullDiT: Video Generative Foundation Models with Multimodal Control via Full Attention ICCV 2025

DeepGate4: Efficient and Effective Representation Learning for Circuit Design at Scale ICLR 2025

DeepRTL: Bridging Verilog Understanding and Generation with a Unified Representation Model ICLR 2025

Non-Cross Diffusion for Semantic Consistency WACV 2025

Guideline Compliance in Task-Oriented Dialogue: The Chained Prior Approach NAACL 2025

HiBug2: Efficient and Interpretable Error Slice Discovery for Comprehensive Model Debugging ICLR 2025

Dyve: Thinking Fast and Slow for Dynamic Process Verification EMNLP 2025

FITS: Modeling Time Series with $10k$ Parameters ICLR 2024

MagicDrive: Street View Generation with Diverse 3D Geometry Control ICLR 2024

GuardT2I: Defending Text-to-Image Models from Adversarial Prompts NIPS 2024

Text Image Inpainting via Global Structure-Guided Diffusion Models AAAI 2024

Vector Quantization Prompting for Continual Learning NIPS 2024

DetDiffusion: Synergizing Generative and Perceptive Models for Enhanced Data Generation and Perception CVPR 2024

MMA-Diffusion: MultiModal Attack on Diffusion Models CVPR 2024

BrushNet: A Plug-and-Play Image Inpainting Model with Decomposed Dual-Branch Diffusion ECCV 2024

MiraData: A Large-Scale Video Dataset with Long Durations and Structured Captions NIPS 2024

Be Your Own Neighborhood: Detecting Adversarial Examples by the Neighborhood Relations Built on Self-Supervised Learning ICML 2024

Multi-Patch Prediction: Adapting Language Models for Time Series Representation Learning ICML 2024

PnP Inversion: Boosting Diffusion-based Editing with 3 Lines of Code ICLR 2024

HumanSD: A Native Skeleton-Guided Diffusion Model for Human Image Generation ICCV 2023

HiBug: On Human-Interpretable Model Debug NIPS 2023

Are Transformers Effective for Time Series Forecasting? AAAI 2023

Human-Art: A Versatile Human-Centric Dataset Bridging Natural and Artificial Scenes CVPR 2023

DIFFGUARD: Semantic Mismatch-Guided Out-of-Distribution Detection Using Pre-Trained Diffusion Models ICCV 2023

T-WaveNet: A Tree-Structured Wavelet Neural Network for Time Series Signal Analysis ICLR 2022

Language-specific Characteristic Assistance for Code-switching Speech Recognition INTERSPEECH 2022

Out-of-Distribution Detection with Semantic Mismatch under Masking ECCV 2022

SmoothNet: A Plug-and-Play Network for Refining Human Poses in Videos ECCV 2022

DeciWatch: A Simple Baseline for 10× Efficient 2D and 3D Pose Estimation ECCV 2022

Active Teacher for Semi-Supervised Object Detection CVPR 2022

SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction NIPS 2022

Self-Distillation Based on High-level Information Supervision for Compressing End-to-End ASR Model INTERSPEECH 2022

TestRank: Bringing Order into Unlabeled Test Instances for Deep Learning Tasks NIPS 2021

Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation ICCV 2021

Information Bottleneck Approach to Spatial Attention Learning IJCAI 2021

DeepFuse: An IMU-Aware Network for Real-Time 3D Human Pose Estimation from Multi-View Image WACV 2020

SRNet: Improving Generalization in 3D Human Pose Estimation with a Split-and-Recombine Approach ECCV 2020

nuScenes: A Multimodal Dataset for Autonomous Driving CVPR 2020