Qi Zhu

65 papers · 2017–2026 · 13 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (14) 🧭 Keyword Pioneer 🌍 Conference Polyglot (13) 🏃 Academic Marathon (8) 🐝 Cross-Pollinator (13) 👑 Triple Crown 👥 Mega-Team (77) 🏆 Keyword Champion (2) 🌱 Topic Pioneer 🏆 Grand Slam 💎 Century Club (63) 🗃️ Keyword Collector (276) ⚡ Prolific Year (13) 🔥 Unstoppable (9) ❓ The Questioner (4)

Conferences

ACL (11) AAAI (8) EMNLP (8) CVPR (7) ICCV (6) ICLR (6) NIPS (6) ICML (4) IJCAI (3) MICCAI (2) NAACL (2) INTERSPEECH (1) L4DC (1)

Top co-authors

Lixu Wang (9) Minlie Huang (8) Yixuan Wang (8) Chao Huang (7) Fei Mi (6) Jiawei Han (6) Xiao Wang (6) Zheng Zhang (6) Jie Huang (5) Xiaoyan Zhu (5)

Research topics

Knowledge & Reasoning (1) Privacy (1)

Keywords

transfer learning (6) few-shot learning (5) large language model (5) reinforcement learning (4) self-supervised learning (4) domain adaptation (4) graph neural network (4) multimodal learning (3) image restoration (3) dialogue system (3) catastrophic forgetting (3) knowledge graph (3) continual learning (2) semi-supervised learning (2) semantic parsing (2) trajectory prediction (2) benchmark evaluation (2) federated learning (2) medical imaging (2) representation learning (2)

Papers

PulseMind: A Multi-Modal Medical Model for Real-World Clinical Diagnosis AAAI 2026

DeepPhy: Benchmarking Agentic VLMs on Physical Reasoning AAAI 2026

BYOKG-RAG: Multi-Strategy Graph Retrieval for Knowledge Graph Question Answering EMNLP 2025

Where am I? Cross-View Geo-localization with Natural Language Descriptions ICCV 2025

DAMM-Diffusion: Learning Divergence-Aware Multi-Modal Diffusion Model for Nanoparticles Distribution Prediction CVPR 2025

Split Adaptation for Pre-trained Vision Transformers CVPR 2025

SkySense-O: Towards Open-World Remote Sensing Interpretation with Vision-Centric Visual-Language Modeling CVPR 2025

AdaptPFL: Unlocking Cross-Device Palmprint Recognition via Adaptive Personalized Federated Learning with Feature Decoupling IJCAI 2025

Directly Forecasting Belief for Reinforcement Learning with Delays ICML 2025

CombatVLA: An Efficient Vision-Language-Action Model for Combat Tasks in 3D Action Role-Playing Games ICCV 2025

When Large Vision-Language Model Meets Large Remote Sensing Imagery: Coarse-to-Fine Text-Guided Token Pruning ICCV 2025

On Large Language Model Continual Unlearning ICLR 2025

Spectro-Riemannian Graph Neural Networks ICLR 2025

Multi-expert collaboration and knowledge enhancement network for multimodal emotion recognition MICCAI 2025

Cost-effective Active Learning for Nucleus Detection Using Crowdsourced Annotations with Dynamic Weighting Adjustment MICCAI 2025

FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining ICML 2025

Mutual Reinforcement of LLM Dialogue Synthesis and Summarization Capabilities for Few-Shot Dialogue Summarization NAACL 2025

HybGRAG: Hybrid Retrieval-Augmented Generation on Textual and Relational Knowledge Bases ACL 2025

UAlign: Leveraging Uncertainty Estimations for Factuality Alignment on Large Language Models ACL 2025

Self-Error-Instruct: Generalizing from Errors for LLMs Mathematical Reasoning ACL 2025

Can We Trust Embodied Agents? Exploring Backdoor Attacks against Embodied LLM-Based Decision-Making Systems ICLR 2025

Can LLMs Understand Unvoiced Speech? Exploring EMG-to-Text Conversion with LLMs ACL 2025

ClusterUCB: Efficient Gradient-Based Data Selection for Targeted Fine-Tuning of LLMs EMNLP 2025

Missingness-resilient Video-enhanced Multimodal Disfluency Detection INTERSPEECH 2024

Boosting Reinforcement Learning with Strongly Delayed Feedback Through Auxiliary Short Delays ICML 2024

Semantic Feature Learning for Universal Unsupervised Cross-Domain Retrieval NIPS 2024

Fine-Tuning Graph Neural Networks by Preserving Graph Generative Patterns AAAI 2024

REGLO: Provable Neural Network Repair for Global Robustness Properties AAAI 2024

Role Prompting Guided Domain Adaptation with General Capability Preserve for Large Language Models NAACL 2024

State-wise safe reinforcement learning with pixel observations L4DC 2024

Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios ACL 2024

Empowering Resampling Operation for Ultra-High-Definition Image Enhancement with Model-Aware Guidance CVPR 2024

Variational Delayed Policy Optimization NIPS 2024

Parallelizing non-linear sequential models over the sequence length ICLR 2024

Building Multi-domain Dialog State Trackers from Single-domain Dialogs EMNLP 2023

ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format EMNLP 2023

Leapfrog Diffusion Model for Stochastic Trajectory Prediction CVPR 2023

FouriDown: Factoring Down-Sampling into Shuffling and Superposing NIPS 2023

Patton: Language Model Pretraining on Text-Rich Networks ACL 2023

Exploring Temporal Frequency Spectrum in Deep Video Deblurring ICCV 2023

Semi-supervised Semantics-guided Adversarial Training for Robust Trajectory Prediction ICCV 2023

KPT: Keyword-Guided Pre-training for Grounded Dialog Generation AAAI 2023

Learning Semantic Degradation-Aware Guidance for Recognition-Driven Unsupervised Low-Light Image Enhancement AAAI 2023

Enforcing Hard Constraints with Soft Barriers: Safe Reinforcement Learning in Unknown Stochastic Environments ICML 2023

Deja Vu: Continual Model Generalization for Unseen Domains ICLR 2023

Efficient Global Robustness Certification of Neural Networks via Interleaving Twin-Network Encoding (Extended Abstract) IJCAI 2023

May the Force be with You: Unified Force-Centric Pre-Training for 3D Molecular Conformations NIPS 2023

GEMv2: Multilingual NLG Benchmarking in a Single Line of Code EMNLP 2022

Continual Prompt Tuning for Dialog State Tracking ACL 2022

Federated Class-Incremental Learning CVPR 2022

A Unified Dialogue User Simulator for Few-shot Data Augmentation EMNLP 2022

Non-Transferable Learning: A New Approach for Model Ownership Verification and Applicability Authorization ICLR 2022

Weak Adaptation Learning: Addressing Cross-Domain Data Insufficiency With Weak Annotator ICCV 2021

Transfer Learning of Graph Neural Networks with Ego-graph Information Maximization NIPS 2021

Chop Chop BERT: Visual Question Answering by Chopping VisualBERT’s Heads IJCAI 2021

When does Further Pre-training MLM Help? An Empirical Study on Task-Oriented Dialog Pre-training EMNLP 2021

Addressing Class Imbalance in Federated Learning AAAI 2021

Simple is not Easy: A Simple Strong Baseline for TextVQA and TextCaps AAAI 2021

Shift-Robust GNNs: Overcoming the Limitations of Localized Graph Training data NIPS 2021

Facet-Aware Evaluation for Extractive Summarization ACL 2020

ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems ACL 2020

ConvLab: Multi-Domain End-to-End Dialog System Platform ACL 2019

FFNet: Video Fast-Forwarding via Reinforcement Learning CVPR 2018

Life-iNet: A Structured Network-Based Knowledge Exploration and Analytics System for Life Sciences ACL 2017

Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach EMNLP 2017