Lu Chen

MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing ACL 2026 Uncertainty-Guided View-Strength-Aware Feature Utilization for Multi-View Classification AAAI 2026 AgentGym: Evaluating and Training Large Language Model-based Agents across Diverse Environments ACL 2025 Alignment for Efficient Tool Calling of Large Language Models EMNLP 2025 An Association-based Fusion Method for Speech Enhancement IJCAI 2025 Arrow: Accelerator for Time Series Causal Discovery with Time Weaving ICML 2025 ChatCite: LLM Agent with Human Workflow Guidance for Comparative Literature Summary COLING 2025 Contrasting Adversarial Perturbations: The Space of Harmless Perturbations AAAI 2025 Converging to a Lingua Franca: Evolution of Linguistic Regions and Semantics Alignment in Multilingual Large Language Models COLING 2025 EgoAgent: A Joint Predictive Agent Model in Egocentric Worlds ICCV 2025 Frequency-Aware Deep Depth from Focus IJCAI 2025 From Generalist to Specialist: A Survey of Large Language Models for Chemistry COLING 2025 GTR: A General, Multi-View, and Dynamic Framework for Trajectory Representation Learning ICML 2025 Heads up! Large Language Models Can Perform Tasks Without Your Instruction via Selective Attention Head Masking ICML 2025 Human-Centric Foundation Models: Perception, Generation and Agentic Modeling IJCAI 2025 MobA: Multifaceted Memory-Enhanced Adaptive Planning for Efficient Mobile Task Automation NAACL 2025 NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering ACL 2025 Parrot: A Training Pipeline Enhances Both Program CoT and Natural Language CoT for Reasoning EMNLP 2025 Reducing Tool Hallucination via Reliability Alignment ICML 2025 RobustZero: Enhancing MuZero Reinforcement Learning Robustness to State Perturbations ICML 2025 SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Models CVPR 2025 View-Association-Guided Dynamic Multi-View Classification IJCAI 2025 When Long Helps Short: How Context Length in Supervised Fine-tuning Affects Behavior of Large Language Models EMNLP 2025 AlignSum: Data Pyramid Hierarchical Fine-tuning for Aligning with Human Summarization Preference EMNLP 2024 CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions NAACL 2024 Controlling Risk of Retrieval-augmented Generation: A Counterfactual Prompting Framework EMNLP 2024 Defining and extracting generalizable interaction primitives from DNNs ICLR 2024 Evolving Subnetwork Training for Large Language Models ICML 2024 GlobalPointer: Large-Scale Plane Adjustment with Bi-Convex Relaxation ECCV 2024 IBSEN: Director-Actor Agent Collaboration for Controllable and Interactive Drama Script Generation ACL 2024 Improving Discriminative Capability of Reward Models in RLHF Using Contrastive Learning EMNLP 2024 Is LLM a Reliable Reviewer? A Comprehensive Evaluation of LLM on Automatic Paper Reviewing Tasks COLING 2024 MotionGPT: Finetuned LLMs Are General-Purpose Motion Generators AAAI 2024 Multilingual Brain Surgeon: Large Language Models Can Be Compressed Leaving No Language behind COLING 2024 Reward Modeling Requires Automatic Adjustment Based on Data Quality EMNLP 2024 RSL-BA: Rolling Shutter Line Bundle Adjustment ECCV 2024 SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research AAAI 2024 Sparsity-Accelerated Training for Large Language Models ACL 2024 Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows? NeurIPS 2024 ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought EMNLP 2023 CSS: A Large-scale Cross-schema Chinese Text-to-SQL Medical Dataset ACL 2023 DM-NeRF: 3D Scene Geometry Decomposition and Manipulation from 2D Images ICLR 2023 Exploring Schema Generalizability of Text-to-SQL ACL 2023 HarsanyiNet: Computing Accurate Shapley Values in a Single Forward Propagation ICML 2023 How ChatGPT is Robust for Spoken Language Understanding? Interspeech 2023 Large Language Models Are Semi-Parametric Reinforcement Learning Agents NeurIPS 2023 Multiple Thinking Achieving Meta-Ability Decoupling for Object Navigation ICML 2023 AdapterShare: Task Correlation Modeling with Adapter Differentiation EMNLP 2022 D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat EMNLP 2022 Less-forgetting Multi-lingual Fine-tuning NeurIPS 2022 MetaER-TTE: An Adaptive Meta-learning Model for En Route Travel Time Estimation IJCAI 2022 META-GUI: Towards Multi-modal Conversational Agents on Mobile GUI EMNLP 2022 TIE: Topological Information Enhanced Structural Reading Comprehension on Web Pages NAACL 2022 When Transfer Learning Meets Cross-City Urban Flow Prediction: Spatio-Temporal Adaptation Matters IJCAI 2022 Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL ACL 2021 Glyph Enhanced Chinese Character Pre-Training for Lexical Sememe Prediction EMNLP 2021 LET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text Matching AAAI 2021 LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations ACL 2021 ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser NAACL 2021 Towards a Unified Game-Theoretic View of Adversarial Perturbations and Robustness NeurIPS 2021 WebSRC: A Dataset for Web-Based Structural Reading Comprehension EMNLP 2021 Efficient Context and Schema Fusion Networks for Multi-Domain Dialogue State Tracking EMNLP 2020 Jointly Encoding Word Confusion Network and Dialogue Context with BERT for Spoken Language Understanding Interspeech 2020 Line Graph Enhanced AMR-to-Text Generation with Mix-Order Graph Attention Networks ACL 2020 Neural Graph Matching Networks for Chinese Short Text Matching ACL 2020 Pivot-based Maximal Biclique Enumeration IJCAI 2020 Schema-Guided Multi-Domain Dialogue State Tracking with Graph Attention Neural Networks AAAI 2020 Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders AAAI 2020 Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing ACL 2020 DIAG-NRE: A Neural Pattern Diagnosis Framework for Distantly Supervised Neural Relation Extraction ACL 2019 Structured Dialogue Policy with Graph Neural Networks COLING 2018 Towards Universal Dialogue State Tracking EMNLP 2018 Affordable On-line Dialogue Policy Learning EMNLP 2017 Agent-Aware Dropout DQN for Safe and Efficient On-line Dialogue Policy Learning EMNLP 2017 On-line Dialogue Policy Learning with Companion Teaching EACL 2017 Clustering for Simultaneous Extraction of Aspects and Features from Reviews NAACL 2016 Hybrid Dialogue State Tracking for Real World Human-to-Human Dialogues Interspeech 2016 Active Learning with Efficient Feature Weighting Methods for Improving Data Quality and Classification Accuracy ACL 2014