← Authors

Rui Zhang

201 papers · 2011–2026 · 19 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (30) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (9) πŸƒ Academic Marathon (15) 🌍 Conference Polyglot (19) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (4) 🏠 Conference Loyalist (27) πŸ‘₯ Mega-Team (40) πŸ‘‘ Triple Crown πŸ”¬ Deep Specialist (20) 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ† Grand Slam 🀝 Dynamic Duo (27) πŸ“ˆ Trend Setter πŸ’Ž Century Club (187) πŸš€ Conference Pioneer ⚑ Prolific Year (32) πŸ”₯ Unstoppable (11) ❓ The Questioner (2) πŸ—ƒοΈ Keyword Collector (84)

Conferences

AAAI (41) ACL (28) EMNLP (24) IJCAI (21) NIPS (19) NAACL (12) CVPR (11) ICLR (11) ICML (8) IJCNLP (7) ECCV (5) ICCV (4) COLING (2) EACL (2) WACV (2) AISTATS (1) CONLL (1) AACL (1) NSDI (1)

Top co-authors

Yunji Chen (29) Zidong Du (26) Qi Guo (25) Xing Hu (23) Dragomir Radev (22) Jiaming Guo (20) shaohui peng (19) xishan zhang (19) Tao Yu (17) Yusen Zhang (15)

Research topics

Privacy (3) Education (2)

Keywords

large language model (29) neural network (11) domain adaptation (8) contrastive learning (7) transfer learning (7) semantic parsing (6) attention mechanism (6) representation learning (6) knowledge base (6) knowledge distillation (5) graph neural network (5) task-oriented dialogue (5) object detection (5) question answering (5) benchmark evaluation (5) reinforcement learning (5) multi-task learning (5) data augmentation (5) domain generalization (5) named entity recognition (5)

Papers

ConfGuard: A Simple and Effective Backdoor Detection for Large Language Models AAAI 2026
StepFun-Formalizer: Unlocking the Autoformalization Potential of LLMs Through Knowledge-Reasoning Fusion AAAI 2026
Data-Centric Sequential Recommendation with Relation-Augmented Generation AAAI 2026
Think-J: Learning to Think for Generative LLM-as-a-Judge AAAI 2026
QiMeng-CRUX: Narrowing the Gap Between Natural Language and Verilog via Core Refined Understanding eXpression AAAI 2026
Unbiased Rectification for Sequential Recommender Systems Under Fake Orders AAAI 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
MPMA: Preference Manipulation Attack Against Model Context Protocol AAAI 2026
Learning to Optimize Job Shop Scheduling Under Structural Uncertainty AAAI 2026
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
Flexible Concept Bottleneck Model AAAI 2026
Efficient Diffusion Planning with Temporal Diffusion AAAI 2026
Unsupervised Single-Channel Audio Separation with Diffusion Source Priors AAAI 2026
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
Image Over Text: Transforming Formula Recognition Evaluation with Character Detection Matching CVPR 2025
BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature Analysis CVPR 2025
OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations CVPR 2025
SEEN-DA: SEmantic ENtropy guided Domain-aware Attention for Domain Adaptive Object Detection CVPR 2025
DiffZOO: A Purely Query-Based Black-Box Attack for Red-teaming Text-to-Image Generative Model via Zeroth Order Optimization NAACL 2025
From Lazy to Prolific: Tackling Missing Labels in Open Vocabulary Extreme Classification by Positive-Unlabeled Sequence Learning NAACL 2025
PeSANet: Physics-encoded Spectral Attention Network for Simulating PDE-Governed Complex Systems IJCAI 2025
Omni-Angle Assault: An Invisible and Powerful Physical Adversarial Attack on Face Recognition ICML 2025
Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models NAACL 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
Watch Out for Your Guidance on Generation! Exploring Conditional Backdoor Attacks against Large Language Models AAAI 2025
EvdCLIP: Improving Vision-Language Retrieval with Entity Visual Descriptions from 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
On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains ICML 2025
RFMamba: Frequency-Aware State Space Model for RF-Based Human-Centric Perception ICLR 2025
Automated Superscalar Processor Design by Learning Data Dependencies IJCAI 2025
Unsupervised Domain Adaptive Visual Question Answering in the Era of Multi-Modal Large Language Models WACV 2025
Coverage-based Fairness in Multi-document Summarization NAACL 2025
The Ripple Effect: On Unforeseen Complications of Backdoor Attacks ICML 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
Geminio: Language-Guided Gradient Inversion Attacks in Federated Learning ICCV 2025
Pre-trained Online Contrastive Learning for Insurance Fraud Detection AAAI 2024
Deep Graph Neural Networks via Posteriori-Sampling-based Node-Adaptative Residual Module NIPS 2024
Fair Abstractive Summarization of Diverse Perspectives NAACL 2024
Pruning as a Domain-specific LLM Extractor NAACL 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
OCEAN-MBRL: Offline Conservative Exploration for Model-Based Offline Reinforcement Learning AAAI 2024
Emergent Communication for Numerical Concepts Generalization 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
Automated CPU Design by Learning from Input-Output Examples IJCAI 2024
Denoising-Aware Contrastive Learning for Noisy Time Series IJCAI 2024
ANPL: Towards Natural Programming with Interactive Decomposition NIPS 2023
MGIA: Mutual Gradient Inversion Attack in Multi-Modal Federated Learning (Student Abstract) AAAI 2023
Optimal Sparse Regression Trees AAAI 2023
Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning EMNLP 2023
FaMeSumm: Investigating and Improving Faithfulness of Medical Summarization EMNLP 2023
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
CSGCL: Community-Strength-Enhanced Graph Contrastive Learning IJCAI 2023
JEPOO: Highly Accurate Joint Estimation of Pitch, Onset and Offset for Music Information Retrieval IJCAI 2023
Fighting against Organized Fraudsters Using Risk Diffusion-based Parallel Graph Neural Network IJCAI 2023
Selective Annotation Makes Language Models Better Few-Shot Learners ICLR 2023
BALTO: fast tensor program optimization with diversity-based active learning ICLR 2023
Towards Better Robustness against Common Corruptions for Unsupervised Domain Adaptation ICCV 2023
Conceptual Reinforcement Learning for Language-Conditioned Tasks AAAI 2023
ConEntail: An Entailment-based Framework for Universal Zero and Few Shot Classification with Supervised Contrastive Pretraining EACL 2023
HIT-MI&T Lab’s Submission to Eval4NLP 2023 Shared Task AACL 2023
Online Symbolic Regression with Informative Query AAAI 2023
HIT-MI&T Lab’s Submission to Eval4NLP 2023 Shared Task IJCNLP 2023
Emergent Communication for Rules Reasoning NIPS 2023
Intent Discovery with Frame-guided Semantic Regularization and Augmentation ACL 2023
Learning Domain-Aware Detection Head with Prompt Tuning NIPS 2023
Adaptive Low-Precision Training for Embeddings in Click-Through Rate Prediction AAAI 2023
Visual-Language Prompt Tuning With Knowledge-Guided Context Optimization CVPR 2023
XSemPLR: Cross-Lingual Semantic Parsing in Multiple Natural Languages and Meaning Representations ACL 2023
REASONER: An Explainable Recommendation Dataset with Comprehensive Labeling Ground Truths NIPS 2023
Efficient Symbolic Policy Learning with Differentiable Symbolic Expression NIPS 2023
Decompose a Task into Generalizable Subtasks in Multi-Agent Reinforcement Learning NIPS 2023
Context Shift Reduction for Offline Meta-Reinforcement Learning NIPS 2023
Online Prototype Alignment for Few-shot Policy Transfer ICML 2023
Contrastive Modules with Temporal Attention for Multi-Task Reinforcement Learning NIPS 2023
FastGR: Global Routing on CPU-GPU with Heterogeneous Task Graph Scheduler (Extended Abstract) IJCAI 2023
Dirichlet-based Uncertainty Calibration for Active Domain Adaptation ICLR 2023
Rethinking Influence Functions of Neural Networks in the Over-Parameterized Regime AAAI 2022
ISNet: Shape Matters for Infrared Small Target Detection CVPR 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
SepLUT: Separable Image-Adaptive Lookup Tables for Real-Time Image Enhancement ECCV 2022
Outpainting by Queries ECCV 2022
On the Opportunity of Causal Learning in Recommendation Systems: Foundation, Estimation, Prediction and Challenges IJCAI 2022
Causality-driven Hierarchical Structure Discovery for Reinforcement Learning NIPS 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
A Survey on Gradient Inversion: Attacks, Defenses and Future Directions IJCAI 2022
Neural Program Synthesis with Query ICLR 2022
MIA 2022 Shared Task: Evaluating Cross-lingual Open-Retrieval Question Answering for 16 Diverse Languages NAACL 2022
Contrastive Data and Learning for Natural Language Processing NAACL 2022
SummN: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents ACL 2022
DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization ACL 2022
An Interpretable Neuro-Symbolic Reasoning Framework for Task-Oriented Dialogue Generation ACL 2022
CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning ACL 2022
MultiHiertt: Numerical Reasoning over Multi Hierarchical Tabular and Textual Data ACL 2022
Object-Category Aware Reinforcement Learning NIPS 2022
Detecting Beneficial Feature Interactions for Recommender Systems AAAI 2021
Cross-Lingual Training of Dense Retrievers for Document Retrieval EMNLP 2021
An Exploratory Study on Long Dialogue Summarization: What Works and What’s Next EMNLP 2021
Distilling Object Detectors with Feature Richness NIPS 2021
Cross-language Sentence Selection via Data Augmentation and Rationale Training IJCNLP 2021
Latent Reasoning for Low-Resource Question Generation ACL 2021
Logic-Consistency Text Generation from Semantic Parses ACL 2021
Cross-language Sentence Selection via Data Augmentation and Rationale Training ACL 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
UniMF: A Unified Framework to Incorporate Multimodal Knowledge Bases intoEnd-to-End Task-Oriented Dialogue Systems IJCAI 2021
Domain-Specific Suppression for Adaptive Object Detection CVPR 2021
SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing ICLR 2021
Prototypical Representation Learning for Relation Extraction ICLR 2021
Toward Nearly-Zero-Error Sketching via Compressive Sensing NSDI 2021
Melodic Phrase Attention Network for Symbolic Data-based Music Genre Classification (Student Abstract) AAAI 2021
TURINGBENCH: A Benchmark Environment for Turing Test in the Age of Neural Text Generation EMNLP 2021
Towards Better Robust Generalization with Shift Consistency Regularization ICML 2021
Grouped-Attention for Content-Selection and Content-Plan Generation EMNLP 2021
Structured in Space, Randomized in Time: Leveraging Dropout in RNNs for Efficient Training NIPS 2021
DART: Open-Domain Structured Data Record to Text Generation NAACL 2021
Logic-Consistency Text Generation from Semantic Parses IJCNLP 2021
Latent Reasoning for Low-Resource Question Generation IJCNLP 2021
Quantile Propagation for Wasserstein-Approximate Gaussian Processes NIPS 2020
Fixed-Point Back-Propagation Training CVPR 2020
MALA: Cross-Domain Dialogue Generation with Action Learning AAAI 2020
Variational Inference for Sparse Gaussian Process Modulated Hawkes Process AAAI 2020
DWM: A Decomposable Winograd Method for Convolution Acceleration AAAI 2020
Generalizable and Explainable Dialogue Generation via Explicit Action Learning EMNLP 2020
GraphDialog: Integrating Graph Knowledge into End-to-End Task-Oriented Dialogue Systems EMNLP 2020
Sentence Generation for Entity Description with Content-Plan Attention AAAI 2020
ESPRIT: Explaining Solutions to Physical Reasoning Tasks ACL 2020
Short-Term and Long-Term Context Aggregation Network for Video Inpainting ECCV 2020
Semi-Supervised Dialogue Policy Learning via Stochastic Reward Estimation ACL 2020
Dynamic Reward-Based Dueling Deep Dyna-Q: Robust Policy Learning in Noisy Environments AAAI 2020
Harmonic Unpaired Image-to-image Translation ICLR 2019
Robust Principal Component Analysis with Adaptive Neighbors NIPS 2019
Entity Alignment between Knowledge Graphs Using Attribute Embeddings AAAI 2019
ScisummNet: A Large Annotated Corpus and Content-Impact Models for Scientific Paper Summarization with Citation Networks AAAI 2019
Neural Relation Extraction for Knowledge Base Enrichment ACL 2019
This Email Could Save Your Life: Introducing the Task of Email Subject Line Generation ACL 2019
Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations ACL 2019
SParC: Cross-Domain Semantic Parsing in Context ACL 2019
CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases EMNLP 2019
Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions EMNLP 2019
Doubly Robust Joint Learning for Recommendation on Data Missing Not at Random ICML 2019
Generative Image Inpainting with Submanifold Alignment IJCAI 2019
Efficient Non-parametric Bayesian Hawkes Processes IJCAI 2019
CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases IJCNLP 2019
Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions IJCNLP 2019
Applications of Natural Language Processing in Clinical Research and Practice NAACL 2019
TypeSQL: Knowledge-Based Type-Aware Neural Text-to-SQL Generation NAACL 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
Museum Exhibit Identification Challenge for the Supervised Domain Adaptation and Beyond ECCV 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
Improving Text-to-SQL Evaluation Methodology ACL 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
Graph-based Neural Multi-Document Summarization CONLL 2017
Global-residual and Local-boundary Refinement Networks for Rectifying Scene Parsing Predictions IJCAI 2017
Scale-Adaptive Convolutions for Scene Parsing ICCV 2017
Dependency Sensitive Convolutional Neural Networks for Modeling Sentences and Documents NAACL 2016
Deep Structured Scene Parsing by Learning With Image Descriptions CVPR 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