A Survey of Large Language Models in Psychotherapy: Current Landscape and Future Directions

Hongbin Na, Yining Hua, Zimu Wang +6

BDHT: Generative AI Enables Causality Analysis for Mild Cognitive Impairment

Qiankun Zuo, Ling Chen, Yanyan Shen +3

SHA-SCP: A UI Element Spatial Hierarchy Aware Smartphone User Click Behavior Prediction Method

Ling Chen, Yiyi Peng, Kai Qian +2

[Ag(NH3)2]2SO4: A coordination strategy on the cationic-moiety to design nonlinear optical materials

Yi-Chang Yang, Xin Liu, Jing Lu +2

Some Representations of Nongraded Divergence-Free Lie Algebras

Ling Chen

Recurrent Dirichlet Belief Networks for Interpretable Dynamic Relational Data Modelling

Yaqiong Li, Xuhui Fan, Ling Chen +3

VaseVQA: Multimodal Agent and Benchmark for Ancient Greek Pottery

Jinchao Ge, Tengfei Cheng, Biao Wu +7

SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model

Gengwei Zhang, Liyuan Wang, Guoliang Kang +2

Vision-Language Reasoning for Geolocalization: A Reinforcement Learning Approach

Biao Wu, Meng Fang, Ling Chen +3

Constraints on the detection of topological charge of optical vortices using self-reference interferometry

Siyao Wu, Ling Chen, Ruiping Jing +1

Towards Medical Artificial General Intelligence via Knowledge-Enhanced Multimodal Pretraining

Bingqian Lin, Zicong Chen, Mingjie Li +13

D-PAD: Deep-Shallow Multi-Frequency Patterns Disentangling for Time Series Forecasting

Xiaobing Yuan, Ling Chen

DECRL: A Deep Evolutionary Clustering Jointed Temporal Knowledge Graph Representation Learning Approach

Qian Chen, Ling Chen

TME-BNA: Temporal Motif-Preserving Network Embedding with Bicomponent Neighbor Aggregation

Ling Chen, Da Wang, Dandan Lyu +2

Shaking to Reveal: Perturbation-Based Detection of LLM Hallucinations

Jinyuan Luo, Zhen Fang, Yixuan Li +2

Global-correlated 3D-decoupling Transformer for Clothed Avatar Reconstruction

Zechuan Zhang, Li Sun, Zongxin Yang +2

RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering

Zihan Zhang, Meng Fang, Ling Chen

Enhancing the Robustness via Adversarial Learning and Joint Spatial-Temporal Embeddings in Traffic Forecasting

Juyong Jiang, Binqing Wu, Ling Chen +2

Spin glass state in layered compound MnSb2Te4

Hao Li, Yaoxin Li, Yu-Kun Lian +5

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection

Hezhe Qiao, Chaoxi Niu, Ling Chen +1

Lightweight CNN Model Hashing with Higher-Order Statistics and Chaotic Mapping for Piracy Detection and Tamper Localization

Kunming Yang, Ling Chen

Delving into Spectral Clustering with Vision-Language Representations

Bo Peng, Yuanwei Hu, Bo Liu +3

Enhancing Temporal Sensitivity and Reasoning for Time-Sensitive Question Answering

Wanqi Yang, Yanda Li, Meng Fang +1

MMAC-Copilot: Multi-modal Agent Collaboration Operating Copilot

Zirui Song, Yaohang Li, Meng Fang +6

Martian seismic anisotropy underneath Elysium Planitia revealed by direct S wave splitting

Jing Shi, Cunrui Han, Tao Wang +8

Connected components of closed affine Deligne-Lusztig varieties

Ling Chen, Sian Nie

Imbalanced Graph Classification with Multi-scale Oversampling Graph Neural Networks

Rongrong Ma, Guansong Pang, Ling Chen

TPRNN: A Top-Down Pyramidal Recurrent Neural Network for Time Series Forecasting

Ling Chen, Jiahua Cui

Scale-Aware Neural Architecture Search for Multivariate Time Series Forecasting

Donghui Chen, Ling Chen, Zongjiang Shang +3

SLCA++: Unleash the Power of Sequential Fine-tuning for Continual Learning with Pre-training

Gengwei Zhang, Liyuan Wang, Guoliang Kang +2

Memristor-Based Selective Convolutional Circuit for High-Density Salt-and-Pepper Noise Removal

Binghui Ding, Ling Chen, Chuandong Li +2

Turn-Level Active Learning for Dialogue State Tracking

Zihan Zhang, Meng Fang, Fanghua Ye +2

Zero-shot Generalist Graph Anomaly Detection with Unified Neighborhood Prompts

Chaoxi Niu, Hezhe Qiao, Changlu Chen +2

AdaF^2M^2: Comprehensive Learning and Responsive Leveraging Features in Recommendation System

Yongchun Zhu, Jingwu Chen, Ling Chen +4

DexDeepFM: Ensemble Diversity Enhanced Extreme Deep Factorization Machine Model

Ling Chen, Hongyu Shi

ICST-DNET: An Interpretable Causal Spatio-Temporal Diffusion Network for Traffic Speed Prediction

Yi Rong, Yingchi Mao, Yinqiu Liu +3

DOSE: Data Selection for Multi-Modal LLMs via Off-the-Shelf Models

Biao Wu, Yiwu Zhong, Meng Fang +1

A Review for Weighted MinHash Algorithms

Wei Wu, Bin Li, Ling Chen +2

Overview of the PsyDefDetect Shared Task at BioNLP 2026: Detecting Levels of Psychological Defense Mechanisms in Supportive Conversations

Hongbin Na, Zimu Wang, Zhaoming Chen +8

MSHyper: Multi-Scale Hypergraph Transformer for Long-Range Time Series Forecasting

Zongjiang Shang, Ling Chen, Binqing Wu +1

Radioactive 3D Gaussian Ray Tracing for Tomographic Reconstruction

Ling Chen, Bao Yang

Large Language Models Are Neurosymbolic Reasoners

Meng Fang, Shilong Deng, Yudi Zhang +4

Personalized Video Recommendation Using Rich Contents from Videos

Xingzhong Du, Hongzhi Yin, Ling Chen +3

MineAgent: Towards Remote-Sensing Mineral Exploration with Multimodal Large Language Models

Beibei Yu, Tao Shen, Hongbin Na +2

Explainable LLM Unlearning Through Reasoning

Junfeng Liao, Qizhou Wang, Shanshan Ye +3

SA-MDKIF: A Scalable and Adaptable Medical Domain Knowledge Injection Framework for Large Language Models

Tianhan Xu, Zhe Hu, Ling Chen +1

CITB: A Benchmark for Continual Instruction Tuning

Zihan Zhang, Meng Fang, Ling Chen +1

How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances

Zihan Zhang, Meng Fang, Ling Chen +2

Scalable Deep Generative Relational Models with High-Order Node Dependence

Xuhui Fan, Bin Li, Scott Anthony Sisson +2

Twisted Hamiltonian Lie Algebras and Their Multiplicity-Free Representations

Ling Chen

Generalized Grade-of-Membership Estimation for High-dimensional Locally Dependent Data

Ling Chen, Chengzhu Huang, Yuqi Gu

Synthetic and Derived Training Images for Campus Waste Detection: A Multi-Seed Evaluation with YOLOv8n

Ali Behbahani, Newsha Javanmardi, Shahriar Ahmed +2

RxBrain: Embodied Cognition Foundation Model with Joint Language-Visual Reasoning and Imagination

Haotian Liang, Mingkang Chen, Yufei Huang +27

The paper introduces RxBrain, a foundation model that jointly reasons over language and visual inputs to create embodied plans, using a multimodal Mixture-of-Transformers architect…

Mask Matching Transformer for Few-Shot Segmentation

Siyu Jiao, Gengwei Zhang, Shant Navasardyan +4

Disentangled Pre-training for Image Matting

Yanda Li, Zilong Huang, Gang Yu +3

SYNAPSE: Empowering LLM Agents with Episodic-Semantic Memory via Spreading Activation

Hanqi Jiang, Junhao Chen, Yi Pan +8

Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games

Yunqiu Xu, Meng Fang, Ling Chen +3

Contrastive Learning with Counterfactual Explanations for Radiology Report Generation

Mingjie Li, Haokun Lin, Liang Qiu +4

M4V: Multimodal Mamba for Efficient Text-to-Video Generation

Jiancheng Huang, Gengwei Zhang, Zequn Jie +5

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting

Binqing Wu, Jianlong Huang, Zongjiang Shang +1

AppAgent v2: Advanced Agent for Flexible Mobile Interactions

Yanda Li, Chi Zhang, Wenjia Jiang +6

Weak Solar Radio Bursts from the Solar Wind Acceleration Region Observed by Parker Solar Probe and Its Probable Emission Mechanism

Ling Chen, Bing Ma, Dejin Wu +7

Multi-Scale Adaptive Graph Neural Network for Multivariate Time Series Forecasting

Ling Chen, Donghui Chen, Zongjiang Shang +4

Hy-Embodied-0.5-VLA: From Vision-Language-Action Models to a Real-World Robot Learning Stack

He Zhang, Lingzhu Xiang, Haitao Lin +23

SWL-Adapt: An Unsupervised Domain Adaptation Model with Sample Weight Learning for Cross-User Wearable Human Activity Recognition

Rong Hu, Ling Chen, Shenghuan Miao +1

Homophily Outlier Detection in Non-IID Categorical Data

Guansong Pang, Longbing Cao, Ling Chen

CHBias: Bias Evaluation and Mitigation of Chinese Conversational Language Models

Jiaxu Zhao, Meng Fang, Zijing Shi +3

Privacy-preserving Stochastic Gradual Learning

Bo Han, Ivor W. Tsang, Xiaokui Xiao +3

A General Principle: π-Conjugated Confinement Maximizes Band Gap of DUV NLO Materials

Lin Xiong, Li-Ming Wu, Ling Chen

Multi-Level Visual Similarity Based Personalized Tourist Attraction Recommendation Using Geo-Tagged Photos

Ling Chen, Dandan Lyu, Shanshan Yu +1

Thinker-DDM: Modeling Deliberation for Machine Translation with a Drift-Diffusion Process

Hongbin Na, Zimu Wang, Mieradilijiang Maimaiti +4

Multiplicity-Free Representations of Divergence-Free Lie Algebras

Ling Chen

Cooperation on the Fly: Exploring Language Agents for Ad Hoc Teamwork in the Avalon Game

Zijing Shi, Meng Fang, Shunfeng Zheng +3

ABS-SGD: A Delayed Synchronous Stochastic Gradient Descent Algorithm with Adaptive Batch Size for Heterogeneous GPU Clusters

Xin Zhou, Ling Chen, Houming Wu

Lost in Pronunciation: Detecting Chinese Offensive Language Disguised by Phonetic Cloaking Replacement

Haotan Guo, Jianfei He, Jiayuan Ma +8

StableLLaVA: Enhanced Visual Instruction Tuning with Synthesized Image-Dialogue Data

Yanda Li, Chi Zhang, Gang Yu +6

OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios

Xinyi Li, Zhen Fang, Yongxin Deng +12

AirDDE: Multifactor Neural Delay Differential Equations for Air Quality Forecasting

Binqing Wu, Zongjiang Shang, Shiyu Liu +3

Perceiving the World: Question-guided Reinforcement Learning for Text-based Games

Yunqiu Xu, Meng Fang, Ling Chen +3

Interest Clock: Time Perception in Real-Time Streaming Recommendation System

Yongchun Zhu, Jingwu Chen, Ling Chen +3

CURENet: Combining Unified Representations for Efficient Chronic Disease Prediction

Cong-Tinh Dao, Nguyen Minh Thao Phan, Jun-En Ding +12

Hospital transfer risk prediction for COVID-19 patients from a medicalized hotel based on Diffusion GraphSAGE

Jun-En Ding, Chih-Ho Hsu, Kuan-Chia Ling +2

MMCLIP: Cross-modal Attention Masked Modelling for Medical Language-Image Pre-Training

Biao Wu, Yutong Xie, Zeyu Zhang +4

Learning from Multiple Time Series: A Deep Disentangled Approach to Diversified Time Series Forecasting

Ling Chen, Weiqi Chen, Binqing Wu +3

Enhancing Low-dose CT Image Reconstruction by Integrating Supervised and Unsupervised Learning

Ling Chen, Zhishen Huang, Yong Long +1

Beyond In-Domain Detection: SpikeScore for Cross-Domain Hallucination Detection

Yongxin Deng, Zhen Fang, Sharon Li +1

Generation of frequency entanglement by rotating Doppler effect

Bolong Yi, Ling Chen, Baocheng Zhang

On the Convergence of A Family of Robust Losses for Stochastic Gradient Descent

Bo Han, Ivor W. Tsang, Ling Chen

On Axiomatic Approaches to Intertwining Operator Algebras

Ling Chen

One Forward Beats Two: InnerZoom for Accurate and Efficient GUI Grounding

Chen Liu, Ling Chen, Hanzhang Zhou +5

Large Language Multimodal Models for 5-Year Chronic Disease Cohort Prediction Using EHR Data

Jun-En Ding, Phan Nguyen Minh Thao, Wen-Chih Peng +10

MTPChat: A Multimodal Time-Aware Persona Dataset for Conversational Agents

Wanqi Yang, Yanda Li, Meng Fang +1

Hazards in Daily Life? Enabling Robots to Proactively Detect and Resolve Anomalies

Zirui Song, Guangxian Ouyang, Meng Fang +9

Semi-supervised Credit Card Fraud Detection via Attribute-Driven Graph Representation

Sheng Xiang, Mingzhi Zhu, Dawei Cheng +5

DSGNN: A Dual-View Supergrid-Aware Graph Neural Network for Regional Air Quality Estimation

Xin Zhang, Ling Chen, Xing Tang +1

PresentAgent: Multimodal Agent for Presentation Video Generation

Jingwei Shi, Zeyu Zhang, Biao Wu +4

Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments

Sitao Cheng, Ziyuan Zhuang, Yong Xu +9

Graph-level Anomaly Detection via Hierarchical Memory Networks

Chaoxi Niu, Guansong Pang, Ling Chen

Smoothing Graphons for Modelling Exchangeable Relational Data

Xuhui Fan, Yaqiong Li, Ling Chen +2

Coordinated Disentanglement with Iterative Mode Discovery Under Hidden Correlations

Rong Hu, Ling Chen