Ling Chen

VaseVQA: Multimodal Agent and Benchmark for Ancient Greek Pottery EACL 2026 MMCLIP: Cross-Modal Attention Masked Modelling for Medical Language-Image Pre-Training ACL 2026 Vision-Language Reasoning for Geolocalization: A Reinforcement Learning Approach AAAI 2026 Investigating Social Bias Propagation in Federated Fine-tuning of Large Language Models AAAI 2026 AirDDE: Multifactor Neural Delay Differential Equations for Air Quality Forecasting AAAI 2026 MoCast: Learning Turbulent Motions Under Physical Guidance for Precipitation Nowcasting AAAI 2026 TawPipe: Topology-Aware Weight Pipeline Parallelism for Accelerating Long-Context Large Models Training AAAI 2026 Benchmarking Web Agent Safety under E-commerce Deceptive Interfaces ACL 2026 STA-CoT: Structured Target-Centric Agentic Chain-of-Thought for Consistent Multi-Image Geological Reasoning EMNLP 2025 From Posts to Timelines: Modeling Mental Health Dynamics from Social Media Timelines with Hybrid LLMs NAACL 2025 Monte Carlo Planning with Large Language Model for Text-Based Game Agents ICLR 2025 MTPChat: A Multimodal Time-Aware Persona Dataset for Conversational Agents NAACL 2025 Hazards in Daily Life? Enabling Robots to Proactively Detect and Resolve Anomalies NAACL 2025 MAST-Pro: Dynamic Mixture-of-Experts for Adaptive Segmentation of Pan-Tumors with Knowledge-Driven Prompts MICCAI 2025 Zero-shot Generalist Graph Anomaly Detection with Unified Neighborhood Prompts IJCAI 2025 SpatialWebAgent: Leveraging Large Language Models for Automated Spatial Information Extraction and Map Grounding ACL 2025 A Survey of Large Language Models in Psychotherapy: Current Landscape and Future Directions ACL 2025 Who Can Withstand Chat-Audio Attacks? An Evaluation Benchmark for Large Audio-Language Models ACL 2025 Detecting Conversational Mental Manipulation with Intent-Aware Prompting COLING 2025 PresentAgent: Multimodal Agent for Presentation Video Generation EMNLP 2025 Lost in Pronunciation: Detecting Chinese Offensive Language Disguised by Phonetic Cloaking Replacement EMNLP 2025 Benchmarking Foundation Models with Retrieval-Augmented Generation in Olympic-Level Physics Problem Solving EMNLP 2025 Spiral of Silence in Large Language Model Agents EMNLP 2025 Disentangled Pre-Training for Image Matting WACV 2024 Human-Guided Moral Decision Making in Text-Based Games AAAI 2024 Learning with Counterfactual Explanations for Radiology Report Generation ECCV 2024 Large Language Models Are Neurosymbolic Reasoners AAAI 2024 Replay-and-Forget-Free Graph Class-Incremental Learning: A Task Profiling and Prompting Approach NIPS 2024 Ada-MSHyper: Adaptive Multi-Scale Hypergraph Transformer for Time Series Forecasting NIPS 2024 DECRL: A Deep Evolutionary Clustering Jointed Temporal Knowledge Graph Representation Learning Approach NIPS 2024 Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments ACL 2024 RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering ACL 2024 More than Minorities and Majorities: Understanding Multilateral Bias in Language Generation ACL 2024 Enhanced Visual Instruction Tuning with Synthesized Image-Dialogue Data ACL 2024 WeatherGNN: Exploiting Meteo- and Spatial-Dependencies for Local Numerical Weather Prediction Bias-Correction IJCAI 2024 MedINST: Meta Dataset of Biomedical Instructions EMNLP 2024 Enhancing Temporal Sensitivity and Reasoning for Time-Sensitive Question Answering EMNLP 2024 Self-imitation Learning for Action Generation in Text-based Games EACL 2023 Global-correlated 3D-decoupling Transformer for Clothed Avatar Reconstruction NIPS 2023 Loan Fraud Users Detection in Online Lending Leveraging Multiple Data Views AAAI 2023 SWL-Adapt: An Unsupervised Domain Adaptation Model with Sample Weight Learning for Cross-User Wearable Human Activity Recognition AAAI 2023 Semi-supervised Credit Card Fraud Detection via Attribute-Driven Graph Representation AAAI 2023 CHBias: Bias Evaluation and Mitigation of Chinese Conversational Language Models ACL 2023 Turn-Level Active Learning for Dialogue State Tracking EMNLP 2023 How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances EMNLP 2023 CITB: A Benchmark for Continual Instruction Tuning EMNLP 2023 SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model ICCV 2023 Stay Moral and Explore: Learn to Behave Morally in Text-based Games ICLR 2023 Towards Deepening Graph Neural Networks: A GNTK-based Optimization Perspective ICLR 2022 Mask Matching Transformer for Few-Shot Segmentation NIPS 2022 Perceiving the World: Question-guided Reinforcement Learning for Text-based Games ACL 2022 Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics NAACL 2022 A Multi-Mode Modulator for Multi-Domain Few-Shot Classification ICCV 2021 Generalization in Text-based Games via Hierarchical Reinforcement Learning EMNLP 2021 Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games NIPS 2020 Discrete Embedding for Latent Networks IJCAI 2020 Relational State-Space Model for Stochastic Multi-Object Systems ICLR 2020 Multi-Range Attentive Bicomponent Graph Convolutional Network for Traffic Forecasting AAAI 2020 Recurrent Dirichlet Belief Networks for interpretable Dynamic Relational Data Modelling IJCAI 2020 Scalable Deep Generative Relational Model with High-Order Node Dependence NIPS 2019 Low-Bit Quantization for Attributed Network Representation Learning IJCAI 2019 Adaptive Sparse Confidence-Weighted Learning for Online Feature Selection AAAI 2019 Efficient Attributed Network Embedding via Recursive Randomized Hashing IJCAI 2018 Learning Homophily Couplings from Non-IID Data for Joint Feature Selection and Noise-Resilient Outlier Detection IJCAI 2017 Outlier Detection in Complex Categorical Data by Modeling the Feature Value Couplings IJCAI 2016