Lu Chen

79 papers · 2014–2026 · 15 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🌍 Conference Polyglot (15) 🏃 Academic Marathon (11) 🐝 Cross-Pollinator (7) 🌈 Renaissance Researcher (10) 🔬 Deep Specialist (13) 🏆 Grand Slam 🧬 Topic Evolution 🏆 Keyword Champion (2) 👥 Mega-Team (23) 👑 Triple Crown 🌱 Topic Pioneer 🤝 Dynamic Duo (48) 💎 Century Club (78) ❓ The Questioner (3) 📈 Trend Setter ⚡ Prolific Year (8) 🔥 Unstoppable (10) 🚀 Conference Pioneer 🗃️ Keyword Collector (310)

Conferences

EMNLP (17) ACL (13) ICML (8) AAAI (7) IJCAI (7) COLING (6) NAACL (5) NIPS (4) INTERSPEECH (3) ECCV (2) ICLR (2) IJCNLP (2) CVPR (1) EACL (1) ICCV (1)

Top co-authors

Kai Yu (48) Ruisheng Cao (16) Su Zhu (15) Hongshen Xu (11) Zhi Chen (10) Yanbin Zhao (7) Hanchong Zhang (6) Da Ma (6) Hanqi Li (6) Tao Gui (5)

Keywords

large language model (14) reinforcement learning (7) graph neural network (6) semantic parsing (6) dialogue policy (4) dialogue state tracking (4) neural network (4) transfer learning (3) line graph (3) agent system (3) question answering (3) online learning (3) dialogue system (3) zero-shot learning (3) deep neural network (3) slot filling (3) graph attention network (3) domain adaptation (2) unsupervised learning (2) language model alignment (2)

Papers

Uncertainty-Guided View-Strength-Aware Feature Utilization for Multi-View Classification AAAI 2026

Contrasting Adversarial Perturbations: The Space of Harmless Perturbations AAAI 2025

An Association-based Fusion Method for Speech Enhancement IJCAI 2025

View-Association-Guided Dynamic Multi-View Classification IJCAI 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

Frequency-Aware Deep Depth from Focus IJCAI 2025

Arrow: Accelerator for Time Series Causal Discovery with Time Weaving ICML 2025

Reducing Tool Hallucination via Reliability Alignment ICML 2025

EgoAgent: A Joint Predictive Agent Model in Egocentric Worlds ICCV 2025

Parrot: A Training Pipeline Enhances Both Program CoT and Natural Language CoT for Reasoning EMNLP 2025

Alignment for Efficient Tool Calling of Large Language Models EMNLP 2025

When Long Helps Short: How Context Length in Supervised Fine-tuning Affects Behavior of Large Language Models EMNLP 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

MobA: Multifaceted Memory-Enhanced Adaptive Planning for Efficient Mobile Task Automation NAACL 2025

Human-Centric Foundation Models: Perception, Generation and Agentic Modeling IJCAI 2025

AgentGym: Evaluating and Training Large Language Model-based Agents across Diverse Environments ACL 2025

NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering ACL 2025

AlignSum: Data Pyramid Hierarchical Fine-tuning for Aligning with Human Summarization Preference EMNLP 2024

Controlling Risk of Retrieval-augmented Generation: A Counterfactual Prompting Framework EMNLP 2024

Improving Discriminative Capability of Reward Models in RLHF Using Contrastive Learning EMNLP 2024

Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows? NIPS 2024

CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions NAACL 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

IBSEN: Director-Actor Agent Collaboration for Controllable and Interactive Drama Script Generation ACL 2024

Sparsity-Accelerated Training for Large Language Models ACL 2024

Evolving Subnetwork Training for Large Language Models ICML 2024

Is LLM a Reliable Reviewer? A Comprehensive Evaluation of LLM on Automatic Paper Reviewing Tasks COLING 2024

Multilingual Brain Surgeon: Large Language Models Can Be Compressed Leaving No Language behind COLING 2024

Defining and extracting generalizable interaction primitives from DNNs ICLR 2024

RSL-BA: Rolling Shutter Line Bundle Adjustment ECCV 2024

GlobalPointer: Large-Scale Plane Adjustment with Bi-Convex Relaxation ECCV 2024

Reward Modeling Requires Automatic Adjustment Based on Data Quality EMNLP 2024

CSS: A Large-scale Cross-schema Chinese Text-to-SQL Medical Dataset ACL 2023

Large Language Models Are Semi-Parametric Reinforcement Learning Agents NIPS 2023

Exploring Schema Generalizability of Text-to-SQL ACL 2023

ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought EMNLP 2023

DM-NeRF: 3D Scene Geometry Decomposition and Manipulation from 2D Images ICLR 2023

HarsanyiNet: Computing Accurate Shapley Values in a Single Forward Propagation ICML 2023

Multiple Thinking Achieving Meta-Ability Decoupling for Object Navigation ICML 2023

How ChatGPT is Robust for Spoken Language Understanding? INTERSPEECH 2023

MetaER-TTE: An Adaptive Meta-learning Model for En Route Travel Time Estimation IJCAI 2022

D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat EMNLP 2022

META-GUI: Towards Multi-modal Conversational Agents on Mobile GUI EMNLP 2022

AdapterShare: Task Correlation Modeling with Adapter Differentiation EMNLP 2022

Less-forgetting Multi-lingual Fine-tuning NIPS 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

Glyph Enhanced Chinese Character Pre-Training for Lexical Sememe Prediction EMNLP 2021

Towards a Unified Game-Theoretic View of Adversarial Perturbations and Robustness NIPS 2021

Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL ACL 2021

LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations ACL 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 IJCNLP 2021

Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL IJCNLP 2021

ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser NAACL 2021

WebSRC: A Dataset for Web-Based Structural Reading Comprehension EMNLP 2021

Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders AAAI 2020

Line Graph Enhanced AMR-to-Text Generation with Mix-Order Graph Attention Networks ACL 2020

Efficient Context and Schema Fusion Networks for Multi-Domain Dialogue State Tracking EMNLP 2020

Schema-Guided Multi-Domain Dialogue State Tracking with Graph Attention Neural Networks AAAI 2020

Jointly Encoding Word Confusion Network and Dialogue Context with BERT for Spoken Language Understanding INTERSPEECH 2020

Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing ACL 2020

Neural Graph Matching Networks for Chinese Short Text Matching ACL 2020

Pivot-based Maximal Biclique Enumeration IJCAI 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

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

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