Lu Wang

130 papers · 2013–2026 · 16 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (16) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (11) 🐝 Cross-Pollinator (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (20) 🏃 Academic Marathon (12) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (6) 🏠 Conference Loyalist (36) 🏆 Grand Slam 🏆 Keyword Champion 🌱 Topic Pioneer 🔬 Deep Specialist (15) 🧬 Topic Evolution 👑 Triple Crown 🤝 Dynamic Duo (16) 💎 Century Club (128) 🗃️ Keyword Collector (537) 🔥 Unstoppable (13) 🚀 Conference Pioneer 📈 Trend Setter ⚡ Prolific Year (17)

Conferences

EMNLP (39) ACL (36) NAACL (14) AAAI (8) IJCNLP (7) ICLR (6) COLING (3) CVPR (3) ICML (3) IJCAI (3) INTERSPEECH (2) NIPS (2) AACL (1) ECCV (1) ICCV (1) UAI (1)

Top co-authors

Qingwei Lin (16) Dongmei Zhang (13) Shuyang Cao (12) Saravan Rajmohan (12) Xinliang Frederick Zhang (10) Fangkai Yang (10) Xinyu Hua (10) Pu Zhao (9) Nick Beauchamp (7) Winston Wu (7)

Research topics

Reasoning (1) Digital Humanities (1) Education (1)

Keywords

large language model (24) language model (11) text generation (9) abstractive summarization (8) text classification (7) retrieval-augmented generation (6) content planning (5) text summarization (5) reinforcement learning (5) natural language processing (5) model compression (5) multi-task learning (4) multimodal learning (4) content selection (4) knowledge distillation (4) media bias detection (4) contrastive learning (4) natural language generation (4) conversation recommendation (4) code generation (3)

Papers

Blur-Robust Detection via Feature Restoration: An End-to-End Framework for Prior-Guided Infrared UAV Target Detection AAAI 2026

Heterogeneous Complementary Distillation AAAI 2026

Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets ACL 2025

On Many-Shot In-Context Learning for Long-Context Evaluation ACL 2025

Re3Syn: A Dependency-Based Data Synthesis Framework for Long-Context Post-training ACL 2025

CLaSp: In-Context Layer Skip for Self-Speculative Decoding ACL 2025

FactBench: A Dynamic Benchmark for In-the-Wild Language Model Factuality Evaluation ACL 2025

From Conversation to Automation: Leveraging LLMs for Problem-Solving Therapy Analysis ACL 2025

FINDR: A Fast Influential Data Selector for NL2Code Pretraining AACL 2025

FINDR: A Fast Influential Data Selector for NL2Code Pretraining IJCNLP 2025

HARMONY: A Privacy-preserving and Sensor-agnostic Tele-monitoring system IJCAI 2025

Domain2Vec: Vectorizing Datasets to Find the Optimal Data Mixture without Training ICML 2025

Learning Dynamics in Continual Pre-Training for Large Language Models ICML 2025

RuAG: Learned-rule-augmented Generation for Large Language Models ICLR 2025

SELF-EVOLVED REWARD LEARNING FOR LLMS ICLR 2025

Local Dense Logit Relations for Enhanced Knowledge Distillation ICCV 2025

ICL-Bandit: Relevance Labeling in Advertisement Recommendation Systems via LLM EMNLP 2025

AdaptFlow: Adaptive Workflow Optimization via Meta-Learning EMNLP 2025

ASR-EC Benchmark: Evaluating Large Language Models on Chinese ASR Error Correction EMNLP 2025

PRIME: Large Language Model Personalization with Cognitive Dual-Memory and Personalized Thought Process EMNLP 2025

SYNC: A Synthetic Long-Context Understanding Benchmark for Controlled Comparisons of Model Capabilities EMNLP 2025

Token-level Proximal Policy Optimization for Query Generation EMNLP 2025

Structured Moral Reasoning in Language Models: A Value-Grounded Evaluation Framework EMNLP 2025

Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation EMNLP 2025

VeriFact: Enhancing Long-Form Factuality Evaluation with Refined Fact Extraction and Reference Facts EMNLP 2025

Answer Convergence as a Signal for Early Stopping in Reasoning EMNLP 2025

Linear-Time Demonstration Selection for In-Context Learning via Gradient Estimation EMNLP 2025

Unstructured Evidence Attribution for Long Context Query Focused Summarization EMNLP 2025

Detection-Friendly Nonuniformity Correction: A Union Framework for Infrared UAV Target Detection CVPR 2025

MDBench: A Synthetic Multi-Document Reasoning Benchmark Generated with Knowledge Guidance ACL 2025

Evaluating Design Choices in Verifiable Generation with Open-source Models NAACL 2025

SSC-VAE: Structured Sparse Coding Based Variational Autoencoder for Detail Preserved Image Reconstruction AAAI 2025

Debiased Distillation for Consistency Regularization AAAI 2025

AXIS: Efficient Human-Agent-Computer Interaction with API-First LLM-Based Agents ACL 2025

WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models ACL 2025

SPHERE: Unveiling Spatial Blind Spots in Vision-Language Models Through Hierarchical Evaluation ACL 2025

Neural Super-Resolution for Real-time Rendering with Radiance Demodulation CVPR 2024

Parallel Ranking of Ads and Creatives in Real-Time Advertising Systems AAAI 2024

Balance Reward and Safety Optimization for Safe Reinforcement Learning: A Perspective of Gradient Manipulation AAAI 2024

MIDGARD: Self-Consistency Using Minimum Description Length for Structured Commonsense Reasoning ACL 2024

Everything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation ACL 2024

Enhanced Language Model Truthfulness with Learnable Intervention and Uncertainty Expression ACL 2024

Verifiable Generation with Subsentence-Level Fine-Grained Citations ACL 2024

Small Language Models Need Strong Verifiers to Self-Correct Reasoning ACL 2024

Analyzing Occupational Distribution Representation in Japanese Language Models COLING 2024

Hierarchical Gaussian Mixture Normalizing Flow Modeling for Unified Anomaly Detection ECCV 2024

Enhancing Language Model Factuality via Activation-Based Confidence Calibration and Guided Decoding EMNLP 2024

Closing the Loop: Learning to Generate Writing Feedback via Language Model Simulated Student Revisions EMNLP 2024

AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation EMNLP 2024

Scalable Fine-tuning from Multiple Data Sources: A First-Order Approximation Approach EMNLP 2024

Shoes-ACOSI: A Dataset for Aspect-Based Sentiment Analysis with Implicit Opinion Extraction EMNLP 2024

Narrative-of-Thought: Improving Temporal Reasoning of Large Language Models via Recounted Narratives EMNLP 2024

LitCab: Lightweight Language Model Calibration over Short- and Long-form Responses ICLR 2024

SELF-GUARD: Empower the LLM to Safeguard Itself NAACL 2024

MOKA: Moral Knowledge Augmentation for Moral Event Extraction NAACL 2024

AWESOME: GPU Memory-constrained Long Document Summarization using Memory Mechanism and Global Salient Content NAACL 2024

PELMS: Pre-training for Effective Low-Shot Multi-Document Summarization NAACL 2024

SMuCo: Reinforcement Learning for Visual Control via Sequential Multi-view Total Correlation UAI 2024

Crossing the Aisle: Unveiling Partisan and Counter-Partisan Events in News Reporting EMNLP 2023

You Are What You Annotate: Towards Better Models through Annotator Representations EMNLP 2023

GRACE: Discriminator-Guided Chain-of-Thought Reasoning EMNLP 2023

BOLT: Fast Energy-based Controlled Text Generation with Tunable Biases ACL 2023

Merging Generated and Retrieved Knowledge for Open-Domain QA EMNLP 2023

Word Category Arcs in Literature Across Languages and Genres ACL 2023

Cross-Cultural Analysis of Human Values, Morals, and Biases in Folk Tales EMNLP 2023

Conservative State Value Estimation for Offline Reinforcement Learning NIPS 2023

All Things Considered: Detecting Partisan Events from News Media with Cross-Article Comparison EMNLP 2023

Few-shot Reranking for Multi-hop QA via Language Model Prompting ACL 2023

Empower Large Language Model to Perform Better on Industrial Domain-Specific Question Answering EMNLP 2023

HIBRIDS: Attention with Hierarchical Biases for Structure-aware Long Document Summarization ACL 2022

Efficient Argument Structure Extraction with Transfer Learning and Active Learning ACL 2022

T-SMOTE: Temporal-oriented Synthetic Minority Oversampling Technique for Imbalanced Time Series Classification IJCAI 2022

Time-aware Prompting for Text Generation EMNLP 2022

Late Fusion with Triplet Margin Objective for Multimodal Ideology Prediction and Analysis EMNLP 2022

Generative Entity-to-Entity Stance Detection with Knowledge Graph Augmentation EMNLP 2022

Sentence-level Media Bias Analysis Informed by Discourse Structures EMNLP 2022

LoRA: Low-Rank Adaptation of Large Language Models ICLR 2022

Explaining Point Processes by Learning Interpretable Temporal Logic Rules ICLR 2022

Towards Process-Oriented, Modular, and Versatile Question Generation that Meets Educational Needs NAACL 2022

POLITICS: Pretraining with Same-story Article Comparison for Ideology Prediction and Stance Detection NAACL 2022

Generative Aspect-Based Sentiment Analysis with Contrastive Learning and Expressive Structure EMNLP 2022

Three-Module Modeling For End-to-End Spoken Language Understanding Using Pre-Trained DNN-HMM-Based Acoustic-Phonetic Model INTERSPEECH 2021

DYPLOC: Dynamic Planning of Content Using Mixed Language Models for Text Generation IJCNLP 2021

Attention Head Masking for Inference Time Content Selection in Abstractive Summarization NAACL 2021

Inference Time Style Control for Summarization NAACL 2021

Efficient Attentions for Long Document Summarization NAACL 2021

CLIFF: Contrastive Learning for Improving Faithfulness and Factuality in Abstractive Summarization EMNLP 2021

Controllable Open-ended Question Generation with A New Question Type Ontology ACL 2021

DYPLOC: Dynamic Planning of Content Using Mixed Language Models for Text Generation ACL 2021

Learning To Segment Actions From Visual and Language Instructions via Differentiable Weak Sequence Alignment CVPR 2021

Controllable Open-ended Question Generation with A New Question Type Ontology IJCNLP 2021

Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward ACL 2020

Modeling Content Importance for Summarization with Pre-trained Language Models EMNLP 2020

Copy or Rewrite: Hybrid Summarization with Hierarchical Reinforcement Learning AAAI 2020

Discourse as a Function of Event: Profiling Discourse Structure in News Articles around the Main Event ACL 2020

PAIR: Planning and Iterative Refinement in Pre-trained Transformers for Long Text Generation EMNLP 2020

Dynamic Online Conversation Recommendation ACL 2020

Infinite-horizon Off-Policy Policy Evaluation with Multiple Behavior Policies ICLR 2020

Temporal Logic Point Processes ICML 2020

Provably Robust Metric Learning NIPS 2020

Argument Generation with Retrieval, Planning, and Realization ACL 2019

Joint Effects of Context and User History for Predicting Online Conversation Re-entries ACL 2019

In Plain Sight: Media Bias Through the Lens of Factual Reporting EMNLP 2019

Neural Conversation Recommendation with Online Interaction Modeling EMNLP 2019

Sentence-Level Content Planning and Style Specification for Neural Text Generation IJCNLP 2019

An Entity-Driven Framework for Abstractive Summarization IJCNLP 2019

Neural Conversation Recommendation with Online Interaction Modeling IJCNLP 2019

In Plain Sight: Media Bias Through the Lens of Factual Reporting IJCNLP 2019

BIGPATENT: A Large-Scale Dataset for Abstractive and Coherent Summarization ACL 2019

Learning Segmentation Masks with the Independence Prior AAAI 2019

Argument Mining for Understanding Peer Reviews NAACL 2019

Proceedings of the 2nd Workshop on New Frontiers in Summarization EMNLP 2019

Jointly Learning Semantic Parser and Natural Language Generator via Dual Information Maximization ACL 2019

An Entity-Driven Framework for Abstractive Summarization EMNLP 2019

Parameter-Transfer Learning for Low-Resource Individualization of Head-Related Transfer Functions INTERSPEECH 2019

Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards ACL 2019

Sentence-Level Content Planning and Style Specification for Neural Text Generation EMNLP 2019

Neural Argument Generation Augmented with Externally Retrieved Evidence ACL 2018

Microblog Conversation Recommendation via Joint Modeling of Topics and Discourse NAACL 2018

One vs. Many QA Matching with both Word-level and Sentence-level Attention Network COLING 2018

Semi-Supervised Learning for Neural Keyphrase Generation EMNLP 2018

Joint Modeling of Content and Discourse Relations in Dialogues ACL 2017

Understanding and Detecting Supporting Arguments of Diverse Types ACL 2017

Cost-Saving Effect of Crowdsourcing Learning IJCAI 2016

Neural Network-Based Abstract Generation for Opinions and Arguments NAACL 2016

Socially-Informed Timeline Generation for Complex Events NAACL 2015

A Piece of My Mind: A Sentiment Analysis Approach for Online Dispute Detection ACL 2014

Query-Focused Opinion Summarization for User-Generated Content COLING 2014

A Sentence Compression Based Framework to Query-Focused Multi-Document Summarization ACL 2013

Domain-Independent Abstract Generation for Focused Meeting Summarization ACL 2013