Rui Zhang

Run, Ruminate, and Regulate: A Dual-process Thinking System for Vision-and-Language Navigation AAAI 2026 PPFL: A Parameter Behavior-Driven Plug-in Personalization Engine for Federated Learning AAAI 2026 QiMeng-PRepair: Precise Code Repair via Edit-Aware Reward Optimization ACL 2026 MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing ACL 2026 Efficient Diffusion Planning with Temporal Diffusion AAAI 2026 Unsupervised Single-Channel Audio Separation with Diffusion Source Priors AAAI 2026 QiMeng-CRUX: Narrowing the Gap Between Natural Language and Verilog via Core Refined Understanding eXpression AAAI 2026 Think-J: Learning to Think for Generative LLM-as-a-Judge AAAI 2026 Flexible Concept Bottleneck Model AAAI 2026 UMPIRE: Unveiling LLM-generated Posts via Redundant Expressions ACL 2026 Rethinking Real Image Editing: Unleashing Diverse Editing Operators via Multi-Objective Optimization WACV 2026 PIMRL: Physics-Informed Multi-Scale Recurrent Learning for Burst-Sampled Spatiotemporal Dynamics AAAI 2026 Data-Centric Sequential Recommendation with Relation-Augmented Generation AAAI 2026 StepFun-Formalizer: Unlocking the Autoformalization Potential of LLMs Through Knowledge-Reasoning Fusion AAAI 2026 Unbiased Rectification for Sequential Recommender Systems Under Fake Orders AAAI 2026 Causal-ESC: Reliable Policy Learning for Emotional Support Conversation via Causal Inference ACL 2026 Feeling Rules in Language Models: Mapping Norms of Emotional Appropriateness Across Roles, Institutions, and Intensity ACL 2026 Learning to Optimize Job Shop Scheduling Under Structural Uncertainty AAAI 2026 MPMA: Preference Manipulation Attack Against Model Context Protocol AAAI 2026 ConfGuard: A Simple and Effective Backdoor Detection for Large Language Models AAAI 2026 Image Over Text: Transforming Formula Recognition Evaluation with Character Detection Matching CVPR 2025 BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature Analysis CVPR 2025 The Ripple Effect: On Unforeseen Complications of Backdoor Attacks ICML 2025 Omni-Angle Assault: An Invisible and Powerful Physical Adversarial Attack on Face Recognition ICML 2025 OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations CVPR 2025 On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains ICML 2025 DiffZOO: A Purely Query-Based Black-Box Attack for Red-teaming Text-to-Image Generative Model via Zeroth Order Optimization NAACL 2025 EvdCLIP: Improving Vision-Language Retrieval with Entity Visual Descriptions from Large Language Models AAAI 2025 3DMambaIPF: A State Space Model for Iterative Point Cloud Filtering via Differentiable Rendering AAAI 2025 Clean-Label Graph Backdoor Attack in the Node Classification Task AAAI 2025 InverseCoder: Self-improving Instruction-Tuned Code LLMs with Inverse-Instruct AAAI 2025 SEEN-DA: SEmantic ENtropy guided Domain-aware Attention for Domain Adaptive Object Detection CVPR 2025 Watch Out for Your Guidance on Generation! Exploring Conditional Backdoor Attacks against Large Language Models AAAI 2025 Enhance Multimodal Consistency and Coherence for Text-Image Plan Generation ACL 2025 GreaterPrompt: A Unified, Customizable, and High-Performing Open-Source Toolkit for Prompt Optimization ACL 2025 Improving Fairness of Large Language Models in Multi-document Summarization ACL 2025 TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora ACL 2025 The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit ACL 2025 RFMamba: Frequency-Aware State Space Model for RF-Based Human-Centric Perception ICLR 2025 SiReRAG: Indexing Similar and Related Information for Multihop Reasoning ICLR 2025 GReaTer: Gradients Over Reasoning Makes Smaller Language Models Strong Prompt Optimizers ICLR 2025 Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models NAACL 2025 Coverage-based Fairness in Multi-document Summarization NAACL 2025 From Lazy to Prolific: Tackling Missing Labels in Open Vocabulary Extreme Classification by Positive-Unlabeled Sequence Learning NAACL 2025 Automated Superscalar Processor Design by Learning Data Dependencies IJCAI 2025 PeSANet: Physics-encoded Spectral Attention Network for Simulating PDE-Governed Complex Systems IJCAI 2025 Geminio: Language-Guided Gradient Inversion Attacks in Federated Learning ICCV 2025 HRScene: How Far Are VLMs from Effective High-Resolution Image Understanding? ICCV 2025 Demystify Verbosity Compensation Behavior of Large Language Models EMNLP 2025 DrKGC: Dynamic Subgraph Retrieval-Augmented LLMs for Knowledge Graph Completion across General and Biomedical Domains EMNLP 2025 Evaluating Robustness of Large Audio Language Models to Audio Injection: An Empirical Study EMNLP 2025 Unsupervised Domain Adaptive Visual Question Answering in the Era of Multi-Modal Large Language Models WACV 2025 OCEAN-MBRL: Offline Conservative Exploration for Model-Based Offline Reinforcement Learning AAAI 2024 Automated CPU Design by Learning from Input-Output Examples IJCAI 2024 Denoising-Aware Contrastive Learning for Noisy Time Series IJCAI 2024 Deep Graph Neural Networks via Posteriori-Sampling-based Node-Adaptative Residual Module NIPS 2024 FastSurvival: Hidden Computational Blessings in Training Cox Proportional Hazards Models NIPS 2024 DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object Detection NIPS 2024 Chain of Agents: Large Language Models Collaborating on Long-Context Tasks NIPS 2024 MESED: A Multi-Modal Entity Set Expansion Dataset with Fine-Grained Semantic Classes and Hard Negative Entities AAAI 2024 Hypothesis, Verification, and Induction: Grounding Large Language Models with Self-Driven Skill Learning AAAI 2024 Emergent Communication for Numerical Concepts Generalization AAAI 2024 Pre-trained Online Contrastive Learning for Insurance Fraud Detection AAAI 2024 Ex3: Automatic Novel Writing by Extracting, Excelsior and Expanding ACL 2024 FinanceMATH: Knowledge-Intensive Math Reasoning in Finance Domains ACL 2024 DocMath-Eval: Evaluating Math Reasoning Capabilities of LLMs in Understanding Long and Specialized Documents ACL 2024 Optimal Sparse Survival Trees AISTATS 2024 PACAR: Automated Fact-Checking with Planning and Customized Action Reasoning Using Large Language Models COLING 2024 Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion? CVPR 2024 TCP:Textual-based Class-aware Prompt tuning for Visual-Language Model CVPR 2024 Large Language Models for Mathematical Reasoning: Progresses and Challenges EACL 2024 RecurrentBEV: A Long-term Temporal Fusion Framework for Multi-view 3D Detection ECCV 2024 LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing EMNLP 2024 FOLIO: Natural Language Reasoning with First-Order Logic EMNLP 2024 SparkRA: A Retrieval-Augmented Knowledge Service System Based on Spark Large Language Model EMNLP 2024 Enhancing LLM Capabilities Beyond Scaling Up EMNLP 2024 MT-Ranker: Reference-free machine translation evaluation by inter-system ranking ICLR 2024 AutoOS: Make Your OS More Powerful by Exploiting Large Language Models ICML 2024 Prompt-based Visual Alignment for Zero-shot Policy Transfer ICML 2024 Pruning as a Domain-specific LLM Extractor NAACL 2024 Fair Abstractive Summarization of Diverse Perspectives NAACL 2024 Exploring the Potential of Large Language Models in Generating Code-Tracing Questions for Introductory Programming Courses EMNLP 2023 Fair-CDA: Continuous and Directional Augmentation for Group Fairness AAAI 2023 Intent Discovery with Frame-guided Semantic Regularization and Augmentation ACL 2023 XSemPLR: Cross-Lingual Semantic Parsing in Multiple Natural Languages and Meaning Representations ACL 2023 Online Prototype Alignment for Few-shot Policy Transfer ICML 2023 ANPL: Towards Natural Programming with Interactive Decomposition NIPS 2023 Contrastive Modules with Temporal Attention for Multi-Task Reinforcement Learning NIPS 2023 Fighting against Organized Fraudsters Using Risk Diffusion-based Parallel Graph Neural Network IJCAI 2023 Decompose a Task into Generalizable Subtasks in Multi-Agent Reinforcement Learning NIPS 2023 Towards Better Robustness against Common Corruptions for Unsupervised Domain Adaptation ICCV 2023 Dirichlet-based Uncertainty Calibration for Active Domain Adaptation ICLR 2023 Selective Annotation Makes Language Models Better Few-Shot Learners ICLR 2023 Context Shift Reduction for Offline Meta-Reinforcement Learning NIPS 2023 BALTO: fast tensor program optimization with diversity-based active learning ICLR 2023 Visual-Language Prompt Tuning With Knowledge-Guided Context Optimization CVPR 2023 HIT-MI&T Lab’s Submission to Eval4NLP 2023 Shared Task AACL 2023 Conceptual Reinforcement Learning for Language-Conditioned Tasks AAAI 2023 Online Symbolic Regression with Informative Query AAAI 2023 Adaptive Low-Precision Training for Embeddings in Click-Through Rate Prediction AAAI 2023 JEPOO: Highly Accurate Joint Estimation of Pitch, Onset and Offset for Music Information Retrieval IJCAI 2023 MGIA: Mutual Gradient Inversion Attack in Multi-Modal Federated Learning (Student Abstract) AAAI 2023 Emergent Communication for Rules Reasoning NIPS 2023 Efficient Symbolic Policy Learning with Differentiable Symbolic Expression NIPS 2023 Learning Domain-Aware Detection Head with Prompt Tuning NIPS 2023 REASONER: An Explainable Recommendation Dataset with Comprehensive Labeling Ground Truths NIPS 2023 FastGR: Global Routing on CPU-GPU with Heterogeneous Task Graph Scheduler (Extended Abstract) IJCAI 2023 HIT-MI&T Lab’s Submission to Eval4NLP 2023 Shared Task IJCNLP 2023 Optimal Sparse Regression Trees AAAI 2023 ConEntail: An Entailment-based Framework for Universal Zero and Few Shot Classification with Supervised Contrastive Pretraining EACL 2023 CSGCL: Community-Strength-Enhanced Graph Contrastive Learning IJCAI 2023 Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning EMNLP 2023 FaMeSumm: Investigating and Improving Faithfulness of Medical Summarization EMNLP 2023 DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization ACL 2022 ISNet: Shape Matters for Infrared Small Target Detection CVPR 2022 A Survey on Gradient Inversion: Attacks, Defenses and Future Directions IJCAI 2022 SepLUT: Separable Image-Adaptive Lookup Tables for Real-Time Image Enhancement ECCV 2022 Outpainting by Queries ECCV 2022 MIA 2022 Shared Task: Evaluating Cross-lingual Open-Retrieval Question Answering for 16 Diverse Languages NAACL 2022 Rethinking Influence Functions of Neural Networks in the Over-Parameterized Regime AAAI 2022 Regularization Penalty Optimization for Addressing Data Quality Variance in OoD Algorithms AAAI 2022 UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models EMNLP 2022 ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples EMNLP 2022 XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing EMNLP 2022 Contrastive Data and Learning for Natural Language Processing NAACL 2022 Object-Category Aware Reinforcement Learning NIPS 2022 Causality-driven Hierarchical Structure Discovery for Reinforcement Learning NIPS 2022 Neural Program Synthesis with Query ICLR 2022 Multi-scale Spatial Representation Learning via Recursive Hermite Polynomial Networks IJCAI 2022 Neural Re-ranking in Multi-stage Recommender Systems: A Review IJCAI 2022 CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning ACL 2022 MultiHiertt: Numerical Reasoning over Multi Hierarchical Tabular and Textual Data ACL 2022 On the Opportunity of Causal Learning in Recommendation Systems: Foundation, Estimation, Prediction and Challenges IJCAI 2022 An Interpretable Neuro-Symbolic Reasoning Framework for Task-Oriented Dialogue Generation ACL 2022 SummN: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents ACL 2022 Latent Reasoning for Low-Resource Question Generation IJCNLP 2021 Cross-language Sentence Selection via Data Augmentation and Rationale Training IJCNLP 2021 Towards Better Robust Generalization with Shift Consistency Regularization ICML 2021 UniMF: A Unified Framework to Incorporate Multimodal Knowledge Bases intoEnd-to-End Task-Oriented Dialogue Systems IJCAI 2021 DART: Open-Domain Structured Data Record to Text Generation NAACL 2021 Cross-language Sentence Selection via Data Augmentation and Rationale Training ACL 2021 An Exploratory Study on Long Dialogue Summarization: What Works and What’s Next EMNLP 2021 Hindsight Value Function for Variance Reduction in Stochastic Dynamic Environment IJCAI 2021 Noise Doesn't Lie: Towards Universal Detection of Deep Inpainting IJCAI 2021 TURINGBENCH: A Benchmark Environment for Turing Test in the Age of Neural Text Generation EMNLP 2021 Logic-Consistency Text Generation from Semantic Parses IJCNLP 2021 Cross-Lingual Training of Dense Retrievers for Document Retrieval EMNLP 2021 Grouped-Attention for Content-Selection and Content-Plan Generation EMNLP 2021 Domain-Specific Suppression for Adaptive Object Detection CVPR 2021 Melodic Phrase Attention Network for Symbolic Data-based Music Genre Classification (Student Abstract) AAAI 2021 Prototypical Representation Learning for Relation Extraction ICLR 2021 Logic-Consistency Text Generation from Semantic Parses ACL 2021 SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing ICLR 2021 Distilling Object Detectors with Feature Richness NIPS 2021 Structured in Space, Randomized in Time: Leveraging Dropout in RNNs for Efficient Training NIPS 2021 Latent Reasoning for Low-Resource Question Generation ACL 2021 Toward Nearly-Zero-Error Sketching via Compressive Sensing NSDI 2021 Detecting Beneficial Feature Interactions for Recommender Systems AAAI 2021 Generalizable and Explainable Dialogue Generation via Explicit Action Learning EMNLP 2020 Quantile Propagation for Wasserstein-Approximate Gaussian Processes NIPS 2020 DWM: A Decomposable Winograd Method for Convolution Acceleration AAAI 2020 Variational Inference for Sparse Gaussian Process Modulated Hawkes Process AAAI 2020 MALA: Cross-Domain Dialogue Generation with Action Learning AAAI 2020 Sentence Generation for Entity Description with Content-Plan Attention AAAI 2020 Dynamic Reward-Based Dueling Deep Dyna-Q: Robust Policy Learning in Noisy Environments AAAI 2020 Semi-Supervised Dialogue Policy Learning via Stochastic Reward Estimation ACL 2020 ESPRIT: Explaining Solutions to Physical Reasoning Tasks ACL 2020 Fixed-Point Back-Propagation Training CVPR 2020 Short-Term and Long-Term Context Aggregation Network for Video Inpainting ECCV 2020 GraphDialog: Integrating Graph Knowledge into End-to-End Task-Oriented Dialogue Systems EMNLP 2020 Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions IJCNLP 2019 CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases IJCNLP 2019 Applications of Natural Language Processing in Clinical Research and Practice NAACL 2019 Efficient Non-parametric Bayesian Hawkes Processes IJCAI 2019 Generative Image Inpainting with Submanifold Alignment IJCAI 2019 Doubly Robust Joint Learning for Recommendation on Data Missing Not at Random ICML 2019 Harmonic Unpaired Image-to-image Translation ICLR 2019 Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions EMNLP 2019 CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases EMNLP 2019 SParC: Cross-Domain Semantic Parsing in Context ACL 2019 Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations ACL 2019 This Email Could Save Your Life: Introducing the Task of Email Subject Line Generation ACL 2019 Neural Relation Extraction for Knowledge Base Enrichment ACL 2019 ScisummNet: A Large Annotated Corpus and Content-Impact Models for Scientific Paper Summarization with Citation Networks AAAI 2019 Entity Alignment between Knowledge Graphs Using Attribute Embeddings AAAI 2019 Robust Principal Component Analysis with Adaptive Neighbors NIPS 2019 Improving Text-to-SQL Evaluation Methodology ACL 2018 Museum Exhibit Identification Challenge for the Supervised Domain Adaptation and Beyond ECCV 2018 TypeSQL: Knowledge-Based Type-Aware Neural Text-to-SQL Generation NAACL 2018 Predicting Complex Activities from Ongoing Multivariate Time Series IJCAI 2018 High Resolution Feature Recovering for Accelerating Urban Scene Parsing IJCAI 2018 Collaborative Learning for Weakly Supervised Object Detection IJCAI 2018 Neural Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention Clustering ACL 2018 GTR-LSTM: A Triple Encoder for Sentence Generation from RDF Data ACL 2018 KDGAN: Knowledge Distillation with Generative Adversarial Networks NIPS 2018 Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task EMNLP 2018 SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-Domain Text-to-SQL Task EMNLP 2018 PubSE: A Hierarchical Model for Publication Extraction from Academic Homepages EMNLP 2018 Scale-Adaptive Convolutions for Scene Parsing ICCV 2017 Global-residual and Local-boundary Refinement Networks for Rectifying Scene Parsing Predictions IJCAI 2017 Graph-based Neural Multi-Document Summarization CONLL 2017 Deep Structured Scene Parsing by Learning With Image Descriptions CVPR 2016 Dependency Sensitive Convolutional Neural Networks for Modeling Sentences and Documents NAACL 2016 Effects of Creativity and Cluster Tightness on Short Text Clustering Performance ACL 2016 A Probabilistic Model for Learning Multi-Prototype Word Embeddings COLING 2014 A Breadth-First Representation for Tree Matching in Large Scale Forest-Based Translation IJCNLP 2011