Qing Li

138 papers · 2004–2026 · 15 conferences · across top CS/AI conferences

Achievements

🗺️ Taxonomy Completionist (28) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13) 🏃 Academic Marathon (21) 🌍 Conference Polyglot (15) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🏠 Conference Loyalist (20) 🏆 Keyword Champion (2) 👑 Triple Crown 🏆 Grand Slam 🔬 Deep Specialist (22) 🧬 Topic Evolution 🤝 Dynamic Duo (17) 🚀 Conference Pioneer ⚡ Prolific Year (26) 🔥 Unstoppable (9) 🗃️ Keyword Collector (63) 💎 Century Club (133) 📈 Trend Setter ❓ The Questioner

Conferences

AAAI (25) ACL (18) CVPR (14) NIPS (13) ICCV (12) IJCAI (11) EMNLP (10) COLING (7) ICLR (7) ECCV (6) ICML (5) MICCAI (4) NAACL (3) IJCNLP (2) INTERSPEECH (1)

Top co-authors

Song-chun Zhu (18) Siyuan Huang (16) Yi Cai (15) Xiaojian Ma (14) Yong Jiang (10) Haoran Xie (9) Yixin Chen (7) Qingbao Huang (6) Zhi Gao (6) Jiahui Geng (6)

Research topics

Privacy (1) Probability (1)

Keywords

large language model (12) multimodal learning (9) visual question answering (7) graph neural network (6) point cloud (6) diffusion model (6) domain adaptation (5) vision language model (5) vision-language model (5) unsupervised learning (5) adversarial robustness (5) neural network (4) contrastive learning (4) adversarial learning (4) attention mechanism (4) knowledge distillation (4) normal estimation (4) visual grounding (3) text classification (3) instruction following (3)

Papers

CPOStream: Collaborating Prediction and Observation for Flicker-Free Streamable Free-Viewpoint Video with 3DGS AAAI 2026

RatioSketch: Towards More Accurate Frequency Estimation in Data Streams via a Lightweight Neural Network AAAI 2026

AIM: Manifold-based Data Filtering for Representation Finetuning AAAI 2026

TongUI: Internet-Scale Trajectories from Multimodal Web Tutorials for Generalized GUI Agents AAAI 2026

Suit the Remedy to the Retriever: Interpretable Query Optimization with Retriever Preference Alignment for Vision-Language Retrieval AAAI 2026

Collaborative Multi-LoRA Experts with Achievement-based Multi-Tasks Loss for Unified Multimodal Information Extraction IJCAI 2025

Revolutionizing Encrypted Traffic Classification with MH-Net: A Multi-View Heterogeneous Graph Model AAAI 2025

FIRM: Flexible Interactive Reflection ReMoval AAAI 2025

EvdCLIP: Improving Vision-Language Retrieval with Entity Visual Descriptions from Large Language Models AAAI 2025

Efficient Robustness Evaluation via Constraint Relaxation AAAI 2025

CoRe: Context-Regularized Text Embedding Learning for Text-to-Image Personalization AAAI 2025

Explicitly Guided Difficulty-Controllable Visual Question Generation AAAI 2025

Internal Activation Revision: Safeguarding Vision Language Models Without Parameter Update AAAI 2025

HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs ACL 2025

Explicit and Implicit Data Augmentation for Social Event Detection ACL 2025

Marco-Bench-MIF: On Multilingual Instruction-Following Capability of Large Language ACL 2025

VSCBench: Bridging the Gap in Vision-Language Model Safety Calibration ACL 2025

QueryAttack: Jailbreaking Aligned Large Language Models Using Structured Non-natural Query Language ACL 2025

LLaMA-E: Empowering E-commerce Authoring with Object-Interleaved Instruction Following COLING 2025

Fine-Grained Features-based Code Search for Precise Query-Code Matching COLING 2025

Bridging the Vision-Brain Gap with an Uncertainty-Aware Blur Prior CVPR 2025

SPC-GS: Gaussian Splatting with Semantic-Prompt Consistency for Indoor Open-World Free-view Synthesis from Sparse Inputs CVPR 2025

METASCENES: Towards Automated Replica Creation for Real-world 3D Scans CVPR 2025

Unveiling the Mist over 3D Vision-Language Understanding: Object-centric Evaluation with Chain-of-Analysis CVPR 2025

SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from Design EMNLP 2025

Reasoning under Uncertainty: Efficient LLM Inference via Unsupervised Confidence Dilution and Convergent Adaptive Sampling EMNLP 2025

SpecCoT: Accelerating Chain-of-Thought Reasoning through Speculative Exploration EMNLP 2025

SAUCE: Selective Concept Unlearning in Vision-Language Models with Sparse Autoencoders ICCV 2025

Embodied VideoAgent: Persistent Memory from Egocentric Videos and Embodied Sensors Enables Dynamic Scene Understanding ICCV 2025

Mitigating Catastrophic Overfitting in Fast Adversarial Training via Label Information Elimination ICCV 2025

UIPro: Unleashing Superior Interaction Capability For GUI Agents ICCV 2025

Learning Normals of Noisy Points by Local Gradient-Aware Surface Filtering ICCV 2025

Move to Understand a 3D Scene: Bridging Visual Grounding and Exploration for Efficient and Versatile Embodied Navigation ICCV 2025

Multi-modal Agent Tuning: Building a VLM-Driven Agent for Efficient Tool Usage ICLR 2025

ESE: Espresso Sentence Embeddings ICLR 2025

MMKE-Bench: A Multimodal Editing Benchmark for Diverse Visual Knowledge ICLR 2025

Falcon: Fast Visuomotor Policies via Partial Denoising ICML 2025

Tree-of-AdEditor: Heuristic Tree Reasoning for Automated Video Advertisement Editing with Large Language Model IJCAI 2025

A Survey on Multi-View Knowledge Graph: Generation, Fusion, Applications and Future Directions IJCAI 2025

From Generalist to Specialist: Distilling a Mixture of Foundation Models for Domain-specific Medical Image Segmentation MICCAI 2025

Multimodal Imputation of Imaging-derived Phenotypes from Genomic and Blood-based Biomarkers Enhances Common Disease Discovery MICCAI 2025

Spatio-temporal Pre-trained Foundation Model for Neural Decoding with Fine-grained Optimization MICCAI 2025

End-to-End Neuro-Symbolic Reinforcement Learning with Textual Explanations ICML 2024

Advancing the Robustness of Large Language Models through Self-Denoised Smoothing NAACL 2024

Quantized Side Tuning: Fast and Memory-Efficient Tuning of Quantized Large Language Models ACL 2024

An Embodied Generalist Agent in 3D World ICML 2024

OmniJARVIS: Unified Vision-Language-Action Tokenization Enables Open-World Instruction Following Agents NIPS 2024

AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image Generation NIPS 2024

Entity Alignment with Noisy Annotations from Large Language Models NIPS 2024

SceneVerse: Scaling 3D Vision-Language Learning for Grounded Scene Understanding ECCV 2024

VideoAgent: A Memory-augmented Multimodal Agent for Video Understanding ECCV 2024

Unifying 3D Vision-Language Understanding via Promptable Queries ECCV 2024

UltraEdit: Instruction-based Fine-Grained Image Editing at Scale NIPS 2024

Bongard-OpenWorld: Few-Shot Reasoning for Free-form Visual Concepts in the Real World ICLR 2024

Neural-Symbolic Recursive Machine for Systematic Generalization ICLR 2024

Releasing the Capacity of GANs in Non-Autoregressive Image Captioning COLING 2024

Adversarial Initialization with Universal Adversarial Perturbation: A New Approach to Fast Adversarial Training AAAI 2024

Automated Defect Report Generation for Enhanced Industrial Quality Control AAAI 2024

One-Step Forward and Backtrack: Overcoming Zig-Zagging in Loss-Aware Quantization Training AAAI 2024

Compositional Inversion for Stable Diffusion Models AAAI 2024

PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics NAACL 2024

An Empirical Study on the Fairness of Foundation Models for Multi-Organ Image Segmentation MICCAI 2024

FIRE: A Dataset for Feedback Integration and Refinement Evaluation of Multimodal Models NIPS 2024

Dissect Black Box: Interpreting for Rule-Based Explanations in Unsupervised Anomaly Detection NIPS 2024

Reference-free Hallucination Detection for Large Vision-Language Models EMNLP 2024

HoloVIC: Large-scale Dataset and Benchmark for Multi-Sensor Holographic Intersection and Vehicle-Infrastructure Cooperative CVPR 2024

CLOVA: A Closed-LOop Visual Assistant with Tool Usage and Update CVPR 2024

Cross Initialization for Face Personalization of Text-to-Image Models CVPR 2024

NeuralGF: Unsupervised Point Normal Estimation by Learning Neural Gradient Function NIPS 2023

SheetCopilot: Bringing Software Productivity to the Next Level through Large Language Models NIPS 2023

Learning non-Markovian Decision-Making from State-only Sequences NIPS 2023

3D-VisTA: Pre-trained Transformer for 3D Vision and Text Alignment ICCV 2023

SlotGAT: Slot-based Message Passing for Heterogeneous Graphs ICML 2023

Joint Multimodal Entity-Relation Extraction Based on Edge-Enhanced Graph Alignment Network and Word-Pair Relation Tagging AAAI 2023

Rethinking Multimodal Entity and Relation Extraction from a Translation Point of View ACL 2023

SHS-Net: Learning Signed Hyper Surfaces for Oriented Normal Estimation of Point Clouds CVPR 2023

Recurrent Attention Networks for Long-text Modeling ACL 2023

AMR-TST: Abstract Meaning Representation-based Text Style Transfer ACL 2023

Generative Diffusion Models on Graphs: Methods and Applications IJCAI 2023

Metis: Understanding and Enhancing In-Network Regular Expressions NIPS 2023

A Minimalist Dataset for Systematic Generalization of Perception, Syntax, and Semantics ICLR 2023

SQA3D: Situated Question Answering in 3D Scenes ICLR 2023

Interpreting Unsupervised Anomaly Detection in Security via Rule Extraction NIPS 2023

Fairness Reprogramming NIPS 2022

SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing ACL 2022

HSurf-Net: Normal Estimation for 3D Point Clouds by Learning Hyper Surfaces NIPS 2022

Subsequence-based Graph Routing Network for Capturing Multiple Risk Propagation Processes IJCAI 2022

Entity Guided Question Generation with Contextual Structure and Sequence Information Capturing AAAI 2021

Tracklet Proposal Network for Multi-Object Tracking on Point Clouds IJCAI 2021

A Comparative Survey: Benchmarking for Pool-based Active Learning IJCAI 2021

Collaborative Learning of Bidirectional Decoders for Unsupervised Text Style Transfer EMNLP 2021

Exploring Non-Autoregressive Text Style Transfer EMNLP 2021

YouRefIt: Embodied Reference Understanding With Language and Gesture ICCV 2021

VLGrammar: Grounded Grammar Induction of Vision and Language ICCV 2021

Incorporating Global Information in Local Attention for Knowledge Representation Learning IJCNLP 2021

IgSEG: Image-guided Story Ending Generation IJCNLP 2021

Modeling the Momentum Spillover Effect for Stock Prediction via Attribute-Driven Graph Attention Networks AAAI 2021

Learning by Fixing: Solving Math Word Problems with Weak Supervision AAAI 2021

SMART: A Situation Model for Algebra Story Problems via Attributed Grammar AAAI 2021

Story Ending Generation with Multi-Level Graph Convolutional Networks over Dependency Trees AAAI 2021

Merging Statistical Feature via Adaptive Gate for Improved Text Classification AAAI 2021

An Entity-Aware Adversarial Domain Adaptation Network for Cross-Domain Named Entity Recognition (Student Abstract) AAAI 2021

Incorporating Global Information in Local Attention for Knowledge Representation Learning ACL 2021

IgSEG: Image-guided Story Ending Generation ACL 2021

Controllable Abstractive Sentence Summarization with Guiding Entities COLING 2020

Suppressing Mislabeled Data via Grouping and Self-Attention ECCV 2020

Bridging Cross-Tasks Gap for Cognitive Assessment via Fine-Grained Domain Adaptation IJCAI 2020

GaitPart: Temporal Part-Based Model for Gait Recognition CVPR 2020

A Competence-aware Curriculum for Visual Concepts Learning via Question Answering ECCV 2020

Point2Node: Correlation Learning of Dynamic-Node for Point Cloud Feature Modeling AAAI 2020

Task-oriented Domain-specific Meta-Embedding for Text Classification EMNLP 2020

An Investigation of Few-Shot Learning in Spoken Term Classification INTERSPEECH 2020

Closed Loop Neural-Symbolic Learning via Integrating Neural Perception, Grammar Parsing, and Symbolic Reasoning ICML 2020

Conditional Causal Relationships between Emotions and Causes in Texts EMNLP 2020

Neural Mixed Counting Models for Dispersed Topic Discovery ACL 2020

Aligned Dual Channel Graph Convolutional Network for Visual Question Answering ACL 2020

A Unified Sequence Labeling Model for Emotion Cause Pair Extraction COLING 2020

A Two-phase Prototypical Network Model for Incremental Few-shot Relation Classification COLING 2020

Deep Adversarial Social Recommendation IJCAI 2019

LO-Net: Deep Real-Time Lidar Odometry CVPR 2019

VizWiz-Priv: A Dataset for Recognizing the Presence and Purpose of Private Visual Information in Images Taken by Blind People CVPR 2019

Why Does a Visual Question Have Different Answers? ICCV 2019

Unsupervised Cross-Dataset Person Re-Identification by Transfer Learning of Spatial-Temporal Patterns CVPR 2018

Unpaired Multi-Domain Image Generation via Regularized Conditional GANs IJCAI 2018

VQA-E: Explaining, Elaborating, and Enhancing Your Answers for Visual Questions ECCV 2018

VizWiz Grand Challenge: Answering Visual Questions From Blind People CVPR 2018

Tell-and-Answer: Towards Explainable Visual Question Answering using Attributes and Captions EMNLP 2018

Least Squares Generative Adversarial Networks ICCV 2017

A Robust Noise Resistant Algorithm for POI Identification from Flickr Data IJCAI 2017

A Network Framework for Noisy Label Aggregation in Social Media ACL 2017

Locally-Transferred Fisher Vectors for Texture Classification ICCV 2017

Fusing Subcategory Probabilities for Texture Classification CVPR 2015

Exploiting Social Relations and Sentiment for Stock Prediction EMNLP 2014

Exploiting Topic based Twitter Sentiment for Stock Prediction ACL 2013

Recommendation in Internet Forums and Blogs ACL 2010

Concept Unification of Terms in Different Languages for IR ACL 2006

Concept Unification of Terms in Different Languages for IR COLING 2006

Converting Text into Agent Animations: Assigning Gestures to Text NAACL 2004