Lu Chen

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