Intra-superframe power management for IEEE 802.15.3 WPAN. - Zihua Guo; Richard Yao; Wenwu Zhu 001; Xin Wang 019; Yong Ren (IEEE Commun. Lett., 2005)

Friend recommendation with content spread enhancement in social networks. - Zhi Yu; Can Wang 001; Jiajun Bu; Xin Wang 019; Yue Wu; Chun Chen 001 (Inf. Sci., 2015)

Recommending Groups to Users Using User-Group Engagement and Time-Dependent Matrix Factorization. - Xin Wang 019; Roger Donaldson; Christopher Nell; Peter Gorniak; Martin Ester; Jiajun Bu (AAAI, 2016)

Social Recommendation with Strong and Weak Ties. - Xin Wang 019; Wei Lu 002; Martin Ester; Can Wang 001; Chun Chen 001 (CIKM, 2016)

Dispersion constraint based non-negative sparse coding algorithm. - Li Shang; Xin Wang 019; Zhan-Li Sun (Neurocomputing, 2016)

A new ISR method based on the combination of modified K-SVD model and RAMP algorithm. - Li Shang; Xin Wang 019; Yan Zhou 002; Zhan-Li Sun (Neurocomputing, 2016)

Dispersion Constraint Based Non-negative Sparse Coding Model. - Xin Wang 019; Can Wang 001; Li Shang; Zhan-Li Sun (Neural Process. Lett., 2016)

Interactive Social Recommendation. - Xin Wang 019; Steven C. H. Hoi; Chenghao Liu; Martin Ester (CIKM, 2017)

Semi-supervised Clustering in Attributed Heterogeneous Information Networks. - Xiang Li 067; Yao Wu; Martin Ester; Ben Kao; Xin Wang 019; Yudian Zheng (WWW, 2017)

Learning Personalized Preference of Strong and Weak Ties for Social Recommendation. - Xin Wang 019; Steven C. H. Hoi; Martin Ester; Jiajun Bu; Chun Chen 001 (WWW, 2017)

PRRE: Personalized Relation Ranking Embedding for Attributed Networks. - Sheng Zhou 004; Hongxia Yang; Xin Wang 019; Jiajun Bu; Martin Ester; Pinggang Yu; Jianwei Zhang 012; Can Wang 001 (CIKM, 2018)

Joint User- and Event- Driven Stable Social Event Organization. - Xin Wang 019; Wenwu Zhu 001; Chun Chen 001; Martin Ester (WWW, 2018)

Discrete Social Recommendation. - Chenghao Liu; Xin Wang 019; Tao Lu; Wenwu Zhu 001; Jianling Sun; Steven C. H. Hoi (AAAI, 2019)

Disentangled Graph Convolutional Networks. - Jianxin Ma; Peng Cui 001; Kun Kuang; Xin Wang 019; Wenwu Zhu 001 (ICML, 2019)

Disparity-preserved Deep Cross-platform Association for Cross-platform Video Recommendation. - Shengze Yu; Xin Wang 019; Wenwu Zhu 001; Peng Cui 001; Jingdong Wang 001 (IJCAI, 2019)

Social Recommendation with Optimal Limited Attention. - Xin Wang 019; Wenwu Zhu 001; Chenghao Liu (KDD, 2019)

AutoML and Meta-learning for Multimedia. - Wenwu Zhu 001; Xin Wang 019; Wenpeng Zhang 003 (ACM Multimedia, 2019)

Perceptual Visual Reasoning with Knowledge Propagation. - Guohao Li 002; Xin Wang 019; Wenwu Zhu 001 (ACM Multimedia, 2019)

Cross-Modal Dual Learning for Sentence-to-Video Generation. - Yue Liu 025; Xin Wang 019; Yitian Yuan; Wenwu Zhu 001 (ACM Multimedia, 2019)

Semi-supervised Deep Quantization for Cross-modal Search. - Xin Wang 019; Wenwu Zhu 001; Chenghao Liu (ACM Multimedia, 2019)

Compositional Coding for Collaborative Filtering. - Chenghao Liu; Tao Lu; Xin Wang 019; Zhiyong Cheng 001; Jianling Sun; Steven C. H. Hoi (SIGIR, 2019)

HAHE: Hierarchical Attentive Heterogeneous Information Network Embedding. - Sheng Zhou 004; Jiajun Bu; Xin Wang 019; Jiawei Chen 007; Bingbing Hu; Defang Chen 001; Can Wang 001 (CoRR, 2019)

SNEQ: Semi-Supervised Attributed Network Embedding with Attention-Based Quantisation. - Tao He 007; Lianli Gao; Jingkuan Song; Xin Wang 019; Kejie Huang; Yuanfang Li (AAAI, 2020)

DGE: Deep Generative Network Embedding Based on Commonality and Individuality. - Sheng Zhou 004; Xin Wang 019; Jiajun Bu; Martin Ester; Pinggang Yu; Jiawei Chen 007; Qihao Shi; Can Wang 001 (AAAI, 2020)

Hardware-Aware Transformable Architecture Search with Efficient Search Space. - Yuhang Jiang; Xin Wang 019; Wenwu Zhu 001 (ICME, 2020)

Multi-modal Contextual Graph Neural Network for Text Visual Question Answering. - Yaoyuan Liang; Xin Wang 019; Xuguang Duan; Wenwu Zhu 001 (ICPR, 2020)

Disentangled Self-Supervision in Sequential Recommenders. - Jianxin Ma; Chang Zhou; Hongxia Yang; Peng Cui 001; Xin Wang 019; Wenwu Zhu 001 (KDD, 2020)

Multimedia Intelligence: When Multimedia Meets Artificial Intelligence. - Xin Wang 019; Wenwu Zhu 001; Yonghong Tian 001; Wen Gao 001 (ACM Multimedia, 2020)

Commonsense Learning: An Indispensable Path towards Human-centric Multimedia. - Bin Huang; Siao Tang; Guangyao Shen; Guohao Li 002; Xin Wang 019; Wenwu Zhu 001 (HUMA @ ACM Multimedia, 2020)

Boosting Visual Question Answering with Context-aware Knowledge Aggregation. - Guohao Li 002; Xin Wang 019; Wenwu Zhu 001 (ACM Multimedia, 2020)

MEmoR: A Dataset for Multimodal Emotion Reasoning in Videos. - Guangyao Shen; Xin Wang 019; Xuguang Duan; Hongzhi Li; Wenwu Zhu 001 (ACM Multimedia, 2020)

Deep Learning for Learning Graph Representations. - Wenwu Zhu 001; Xin Wang 019; Peng Cui 001 (CoRR, 2020)

A Comprehensive Survey on Curriculum Learning. - Xin Wang 019; Yudong Chen 003; Wenwu Zhu 001 (CoRR, 2020)

Multi-Modal Deep Analysis for Multimedia. - Wenwu Zhu 001; Xin Wang 019; Hongzhi Li (IEEE Trans. Circuits Syst. Video Technol., 2020)

Multimedia Intelligence: When Multimedia Meets Artificial Intelligence. - Wenwu Zhu 001; Xin Wang 019; Wen Gao 001 (IEEE Trans. Multim., 2020)

Automated Machine Learning and Meta-Learning for Multimedia - Wenwu Zhu 001; Xin Wang 019 (Springer, 2021)

MetaDelta: A Meta-Learning System for Few-shot Image Classification. - Yudong Chen 003; Chaoyu Guan; Zhikun Wei; Xin Wang 019; Wenwu Zhu 001 (MetaDL@AAAI, 2021)

Meta Hyperparameter Optimization with Adversarial Proxy Subsets Sampling. - Yue Liu 025; Xin Wang 019; Xue Xu; Jianbo Yang; Wenwu Zhu 001 (CIKM, 2021)

AutoIAS: Automatic Integrated Architecture Searcher for Click-Trough Rate Prediction. - Zhikun Wei; Xin Wang 019; Wenwu Zhu 001 (CIKM, 2021)

Distilling Holistic Knowledge with Graph Neural Networks. - Sheng Zhou 004; Yucheng Wang; Defang Chen 001; Jiawei Chen 007; Xin Wang 019; Can Wang 001; Jiajun Bu (ICCV, 2021)

GQNAS: Graph Q Network for Neural Architecture Search. - Yijian Qin; Xin Wang 019; Peng Cui 001; Wenwu Zhu 001 (ICDM, 2021)

Multimodal Disentangled Representation for Recommendation. - Xin Wang 019; Hong Chen 011; Wenwu Zhu 001 (ICME, 2021)

Explainable Automated Graph Representation Learning with Hyperparameter Importance. - Xin Wang 019; Shuyi Fan; Kun Kuang; Wenwu Zhu 001 (ICML, 2021)

AutoAttend: Automated Attention Representation Search. - Chaoyu Guan; Xin Wang 019; Wenwu Zhu 001 (ICML, 2021)

Automated Machine Learning on Graphs: A Survey. - Ziwei Zhang 001; Xin Wang 019; Wenwu Zhu 001 (IJCAI, 2021)

Curriculum Meta-Learning for Next POI Recommendation. - Yudong Chen 003; Xin Wang 019; Miao Fan; Jizhou Huang; Shengwen Yang; Wenwu Zhu 001 (KDD, 2021)

Automated Machine Learning on Graph. - Xin Wang 019; Wenwu Zhu 001 (KDD, 2021)

Out-of-distribution Generalization and Its Applications for Multimedia. - Xin Wang 019; Peng Cui 001; Wenwu Zhu 001 (ACM Multimedia, 2021)

A Closer Look at Temporal Sentence Grounding in Videos: Dataset and Metric. - Yitian Yuan; Xiaohan Lan; Xin Wang 019; Long Chen 016; Zhi Wang 001; Wenwu Zhu 001 (HUMA @ ACM Multimedia, 2021)

CFCR: A Convolution and Fusion Model for Cross-platform Recommendation. - Shengze Yu; Xin Wang 019; Wenwu Zhu 001 (MMAsia, 2021)

Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification. - Adrian El Baz; Ihsan Ullah; Edesio Alcobaça; André C. P. L. F. de Carvalho; Hong Chen 011; Fabio Ferreira; Henry Gouk; Chaoyu Guan; Isabelle Guyon; Timothy M. Hospedales; Shell Hu; Mike Huisman; et al. (NeurIPS (Competition and Demos), 2021)

Not All Low-Pass Filters are Robust in Graph Convolutional Networks. - Heng Chang; Yu Rong 001; Tingyang Xu; Yatao Bian; Shiji Zhou; Xin Wang 019; Junzhou Huang; Wenwu Zhu 001 (NeurIPS, 2021)

Curriculum Disentangled Recommendation with Noisy Multi-feedback. - Hong Chen 011; Yudong Chen 003; Xin Wang 019; Ruobing Xie; Rui Wang 068; Feng Xia 006; Wenwu Zhu 001 (NeurIPS, 2021)

Disentangled Contrastive Learning on Graphs. - Haoyang Li 001; Xin Wang 019; Ziwei Zhang 001; Zehuan Yuan; Hang Li; Wenwu Zhu 001 (NeurIPS, 2021)

Graph Differentiable Architecture Search with Structure Learning. - Yijian Qin; Xin Wang 019; Zeyang Zhang 001; Wenwu Zhu 001 (NeurIPS, 2021)

Discrete Listwise Collaborative Filtering for Fast Recommendation. - Chenghao Liu; Tao Lu; Zhiyong Cheng 001; Xin Wang 019; Jianling Sun; Steven C. H. Hoi (SDM, 2021)

A Closer Look at Temporal Sentence Grounding in Videos: Datasets and Metrics. - Yitian Yuan; Xiaohan Lan; Long Chen 016; Wei Liu 005; Xin Wang 019; Wenwu Zhu 001 (CoRR, 2021)

AutoGL: A Library for Automated Graph Learning. - Chaoyu Guan; Ziwei Zhang 001; Haoyang Li 001; Heng Chang; Zeyang Zhang 001; Yijian Qin; Jiyan Jiang; Xin Wang 019; Wenwu Zhu 001 (CoRR, 2021)

Revisiting Transformation Invariant Geometric Deep Learning: Are Initial Representations All You Need? - Ziwei Zhang 001; Xin Wang 019; Zeyang Zhang 001; Peng Cui 001; Wenwu Zhu 001 (CoRR, 2021)

Learning to Solve Travelling Salesman Problem with Hardness-Adaptive Curriculum. - Zeyang Zhang 001; Ziwei Zhang 001; Xin Wang 019; Wenwu Zhu 001 (AAAI, 2022)

Inter-and-Intra Domain Attention Relational Inference for Rack Temperature Prediction in Data Center. - Fang Shen; Zhan Li; Bing Pan; Ziwei Zhang 001; Jialong Wang; Wendy Zhao; Xin Wang 019; Wenwu Zhu 001 (DASFAA (3), 2022)

NeurIPS’22 Cross-Domain MetaDL competition: Design and baseline results. - Dustin Carrión-Ojeda; Hong Chen 011; Adrian El Baz; Sergio Escalera; Chaoyu Guan; Isabelle Guyon; Ihsan Ullah; Xin Wang 019; Wenwu Zhu 001 (Meta-Knowledge Transfer @ ECML/PKDD, 2022)

Study on the Pulser Erosion Mechanism of Vertical Well Inclinometer through CFX Numerical Simulation. - Jinsong Huang; Yugui Cai; Wei Feng; Qin Li; Xin Wang 019 (ICCSIE, 2022)

RPITN: Review Based Preference Invariance Transfer Network for Cross-Domain Recommendation. - Zijie Zuo; Jie Nie; Zian Zhao; Huaxin Xie; Xiangqian Ding; Shusong Yu; Lei Huang 010; Yuxuan Yue; Xin Wang 019 (ICME, 2022)

Auxiliary Learning with Joint Task and Data Scheduling. - Hong Chen 011; Xin Wang 019; Chaoyu Guan; Yue Liu 025; Wenwu Zhu 001 (ICML, 2022)

DNA: Domain Generalization with Diversified Neural Averaging. - Xu Chu; Yujie Jin; Wenwu Zhu 001; Yasha Wang; Xin Wang 019; Shanghang Zhang; Hong Mei 001 (ICML, 2022)

Parametric Visual Program Induction with Function Modularization. - Xuguang Duan; Xin Wang 019; Ziwei Zhang 001; Wenwu Zhu 001 (ICML, 2022)

Large-Scale Graph Neural Architecture Search. - Chaoyu Guan; Xin Wang 019; Hong Chen 011; Ziwei Zhang 001; Wenwu Zhu 001 (ICML, 2022)

Graph Neural Architecture Search Under Distribution Shifts. - Yijian Qin; Xin Wang 019; Ziwei Zhang 001; Pengtao Xie; Wenwu Zhu 001 (ICML, 2022)

Video Grounding and Its Generalization. - Xin Wang 019; Xiaohan Lan; Wenwu Zhu 001 (ACM Multimedia, 2022)

Dynamic Spatio-Temporal Modular Network for Video Question Answering. - Zi Qian; Xin Wang 019; Xuguang Duan; Hong Chen 011; Wenwu Zhu 001 (ACM Multimedia, 2022)

FastPR: One-stage Semantic Person Retrieval via Self-supervised Learning. - Meng Sun; Ju Ren 001; Xin Wang 019; Wenwu Zhu 001; Yaoxue Zhang (ACM Multimedia, 2022)

AVQA: A Dataset for Audio-Visual Question Answering on Videos. - Pinci Yang; Xin Wang 019; Xuguang Duan; Hong Chen 011; Runze Hou; Cong Jin; Wenwu Zhu 001 (ACM Multimedia, 2022)

Curriculum-NAS: Curriculum Weight-Sharing Neural Architecture Search. - Yuwei Zhou; Xin Wang 019; Hong Chen 011; Xuguang Duan; Chaoyu Guan; Wenwu Zhu 001 (ACM Multimedia, 2022)

CurML: A Curriculum Machine Learning Library. - Yuwei Zhou; Hong Chen 011; Zirui Pan; Chuanhao Yan; Fanqi Lin; Xin Wang 019; Wenwu Zhu 001 (ACM Multimedia, 2022)

Module-Aware Optimization for Auxiliary Learning. - Hong Chen 011; Xin Wang 019; Yue Liu 025; Yuwei Zhou; Chaoyu Guan; Wenwu Zhu 001 (NeurIPS, 2022)

Learning Invariant Graph Representations for Out-of-Distribution Generalization. - Haoyang Li 001; Ziwei Zhang 001; Xin Wang 019; Wenwu Zhu 001 (NeurIPS, 2022)

NAS-Bench-Graph: Benchmarking Graph Neural Architecture Search. - Yijian Qin; Ziwei Zhang 001; Xin Wang 019; Zeyang Zhang 001; Wenwu Zhu 001 (NeurIPS, 2022)

Dynamic Graph Neural Networks Under Spatio-Temporal Distribution Shift. - Zeyang Zhang 001; Xin Wang 019; Ziwei Zhang 001; Haoyang Li 001; Zhou Qin 002; Wenwu Zhu 001 (NeurIPS, 2022)

Multimodal Continual Graph Learning with Neural Architecture Search. - Jie Cai 002; Xin Wang 019; Chaoyu Guan; Yateng Tang; Jin Xu; Bin Zhong; Wenwu Zhu 001 (WWW, 2022)

Automated Graph Machine Learning: Approaches, Libraries and Directions. - Xin Wang 019; Ziwei Zhang 001; Wenwu Zhu 001 (CoRR, 2022)

Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification. - Adrian El Baz; André C. P. L. F. de Carvalho; Hong Chen 011; Fabio Ferreira; Henry Gouk; Shell Hu; Frank Hutter; Zhengying Liu; Felix Mohr; Jan N. van Rijn; Xin Wang 019; Isabelle Guyon (CoRR, 2022)

A Survey on Curriculum Learning. - Xin Wang 019; Yudong Chen 003; Wenwu Zhu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

LOVD: Land Vehicle Detection in Complex Scenes of Optical Remote Sensing Image. - Puti Yan; Xinrui Liu 003; Feng Wang 045; Chengfei Yue; Xin Wang 019 (IEEE Trans. Geosci. Remote. Sens., 2022)

SCHAIN-IRAM: An Efficient and Effective Semi-Supervised Clustering Algorithm for Attributed Heterogeneous Information Networks. - Xiang Li 067; Yao Wu; Martin Ester; Ben Kao; Xin Wang 019; Yudian Zheng (IEEE Trans. Knowl. Data Eng., 2022)

Intention-Aware Sequential Recommendation With Structured Intent Transition. - Haoyang Li 001; Xin Wang 019; Ziwei Zhang 001; Jianxin Ma; Peng Cui 001; Wenwu Zhu 001 (IEEE Trans. Knowl. Data Eng., 2022)

Direction-Aware User Recommendation Based on Asymmetric Network Embedding. - Sheng Zhou 004; Xin Wang 019; Martin Ester; Bolang Li; Chen Ye; Zhen Zhang 023; Can Wang 001; Jiajun Bu (ACM Trans. Inf. Syst., 2022)

Visual Question Answering - From Theory to Application - Qi Wu 001; Peng Wang 015; Xin Wang 019; Xiaodong He 001; Wenwu Zhu 001 (Springer, 2022)

Self-directed machine learning. - Wenwu Zhu 001; Xin Wang 019; Pengtao Xie (AI Open, 2022)

Curriculum Multi-Negative Augmentation for Debiased Video Grounding. - Xiaohan Lan; Yitian Yuan; Hong Chen 011; Xin Wang 019; Zequn Jie; Lin Ma 002; Zhi Wang 001; Wenwu Zhu 001 (AAAI, 2023)

Dynamic Heterogeneous Graph Attention Neural Architecture Search. - Zeyang Zhang 001; Ziwei Zhang 001; Xin Wang 019; Yijian Qin; Zhou Qin 002; Wenwu Zhu 001 (AAAI, 2023)

Causal Discovery in Temporal Domain from Interventional Data. - Peiwen Li; Yuan Meng; Xin Wang 019; Fang Shen; Yue Li 053; Jialong Wang; Wenwu Zhu 001 (CIKM, 2023)

Adversarially Robust Neural Architecture Search for Graph Neural Networks. - Beini Xie; Heng Chang; Ziwei Zhang 001; Xin Wang 019; Daixin Wang; Zhiqiang Zhang 012; Rex Ying; Wenwu Zhu 001 (CVPR, 2023)

Decouple Before Interact: Multi-Modal Prompt Learning for Continual Visual Question Answering. - Zi Qian; Xin Wang 019; Xuguang Duan; Pengda Qin; Yuhong Li; Wenwu Zhu 001 (ICCV, 2023)

Intention-aware Sequential Recommendation with Structured Intent Transition : (Extended Abstract). - Haoyang Li 001; Xin Wang 019; Ziwei Zhang 001; Jianxin Ma; Peng Cui 001; Wenwu Zhu 001 (ICDE, 2023)

AutoGT: Automated Graph Transformer Architecture Search. - Zizhao Zhang; Xin Wang 019; Chaoyu Guan; Ziwei Zhang 001; Haoyang Li 001; Wenwu Zhu 001 (ICLR, 2023)

Wasserstein Barycenter Matching for Graph Size Generalization of Message Passing Neural Networks. - Xu Chu; Yujie Jin; Xin Wang 019; Shanghang Zhang; Yasha Wang; Wenwu Zhu 001; Hong Mei 001 (ICML, 2023)

Curriculum Co-disentangled Representation Learning across Multiple Environments for Social Recommendation. - Xin Wang 019; Zirui Pan; Yuwei Zhou; Hong Chen 011; Chendi Ge; Wenwu Zhu 001 (ICML, 2023)

Curriculum Graph Machine Learning: A Survey. - Haoyang Li 001; Xin Wang 019; Wenwu Zhu 001 (IJCAI, 2023)

Adaptive Disentangled Transformer for Sequential Recommendation. - Yipeng Zhang 003; Xin Wang 019; Hong Chen 011; Wenwu Zhu 001 (KDD, 2023)

Multimedia Cognition and Evaluation in Open Environments. - Wei Feng; Haoyang Li 001; Xin Wang 019; Xuguang Duan; Zi Qian; Wu Liu 005; Wenwu Zhu 001 (MCGE@MM, 2023)

Disentangled Representation Learning for Multimedia. - Xin Wang 019; Hong Chen 011; Wenwu Zhu 001 (ACM Multimedia, 2023)

Mixup-Augmented Temporally Debiased Video Grounding with Content-Location Disentanglement. - Xin Wang 019; Zihao Wu 005; Hong Chen 011; Xiaohan Lan; Wenwu Zhu 001 (ACM Multimedia, 2023)

Curriculum-Listener: Consistency- and Complementarity-Aware Audio-Enhanced Temporal Sentence Grounding. - Houlun Chen; Xin Wang 019; Xiaohan Lan; Hong Chen 011; Xuguang Duan; Jia Jia 001; Wenwu Zhu 001 (ACM Multimedia, 2023)

H2V4Sports: Real-Time Horizontal-to-Vertical Video Converter for Sports Lives via Fast Object Detection and Tracking. - Yi Han; Kaidong Li; Zihan Song 003; Wei Feng; Xiang Cao; Shida Guo; Xin Wang 019; Xuguang Duan; Wenwu Zhu 001 (ACM Multimedia, 2023)

HCMA '23: 4th International Workshop on Human-Centric Multimedia Analysis. - Jingkuan Song; Wu Liu 005; Xinchen Liu; Dingwen Zhang; Chaowei Fang; Hongyuan Zhu 002; Wenbing Huang 001; John Smith 001; Xin Wang 019 (ACM Multimedia, 2023)

TIVA-KG: A Multimodal Knowledge Graph with Text, Image, Video and Audio. - Xin Wang 019; Benyuan Meng; Hong Chen 011; Yuan Meng; Ke Lv 002; Wenwu Zhu 001 (ACM Multimedia, 2023)

Diff4Rec: Sequential Recommendation with Curriculum-scheduled Diffusion Augmentation. - Zihao Wu 005; Xin Wang 019; Hong Chen 011; Kaidong Li; Yi Han; Lifeng Sun; Wenwu Zhu 001 (ACM Multimedia, 2023)

Intra- and Inter-Modal Curriculum for Multimodal Learning. - Yuwei Zhou; Xin Wang 019; Hong Chen 011; Xuguang Duan; Wenwu Zhu 001 (ACM Multimedia, 2023)

Global-Local GraphFormer: Towards Better Understanding of User Intentions in Sequential Recommendation. - Hong Chen 011; Bin Huang; Xin Wang 019; Yuwei Zhou; Wenwu Zhu 001 (MMAsia, 2023)

Joint Data-Task Generation for Auxiliary Learning. - Hong Chen 011; Xin Wang 019; Yuwei Zhou; Yijian Qin; Chaoyu Guan; Wenwu Zhu 001 (NeurIPS, 2023)

Multi-task Graph Neural Architecture Search with Task-aware Collaboration and Curriculum. - Yijian Qin; Xin Wang 019; Ziwei Zhang 001; Hong Chen 011; Wenwu Zhu 001 (NeurIPS, 2023)

Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts. - Zeyang Zhang 001; Xin Wang 019; Ziwei Zhang 001; Zhou Qin 002; Weigao Wen; Hui Xue 001; Haoyang Li 001; Wenwu Zhu 001 (NeurIPS, 2023)

Unsupervised Graph Neural Architecture Search with Disentangled Self-Supervision. - Zeyang Zhang 001; Xin Wang 019; Ziwei Zhang 001; Guangyao Shen; Shiqi Shen; Wenwu Zhu 001 (NeurIPS, 2023)

Cross-domain Recommendation with Behavioral Importance Perception. - Hong Chen 011; Xin Wang 019; Ruobing Xie; Yuwei Zhou; Wenwu Zhu 001 (WWW, 2023)

Tutorials at The Web Conference 2023. - Valeria Fionda; Olaf Hartig; Reyhaneh Abdolazimi; Sihem Amer-Yahia; Hongzhi Chen; Xiao Chen 016; Peng Cui 001; Jeffrey Dalton 001; Xin Luna Dong; Lisette Espín-Noboa; Wenqi Fan; Manuela Fritz; et al. (WWW (Companion Volume), 2023)

Continual Few-shot Learning with Transformer Adaptation and Knowledge Regularization. - Xin Wang 019; Yue Liu 025; Jiapei Fan; Weigao Wen; Hui Xue 001; Wenwu Zhu 001 (WWW, 2023)

DisenBooth: Identity-Preserving Disentangled Tuning for Subject-Driven Text-to-Image Generation. - Hong Chen 011; Yipeng Zhang 003; Xin Wang 019; Xuguang Duan; Yuwei Zhou; Wenwu Zhu 001 (CoRR, 2023)

DELTA: Direct Embedding Enhancement and Leverage Truncated Conscious Attention for Recommendation System. - Chen Zhu; Liang Du; Xin Wang 019; Wenwu Zhu 001 (CoRR, 2023)

Large Graph Models: A Perspective. - Ziwei Zhang 001; Haoyang Li 001; Zeyang Zhang 001; Yijian Qin; Xin Wang 019; Wenwu Zhu 001 (CoRR, 2023)

LLM4DyG: Can Large Language Models Solve Problems on Dynamic Graphs? - Zeyang Zhang 001; Xin Wang 019; Ziwei Zhang 001; Haoyang Li 001; Yijian Qin; Simin Wu; Wenwu Zhu 001 (CoRR, 2023)

Disentangled Representation Learning with Large Language Models for Text-Attributed Graphs. - Yijian Qin; Xin Wang 019; Ziwei Zhang 001; Wenwu Zhu 001 (CoRR, 2023)

VideoDreamer: Customized Multi-Subject Text-to-Video Generation with Disen-Mix Finetuning. - Hong Chen 011; Xin Wang 019; Guanning Zeng; Yipeng Zhang 003; Yuwei Zhou; Feilin Han; Wenwu Zhu 001 (CoRR, 2023)

Lightweight Diffusion Models with Distillation-Based Block Neural Architecture Search. - Siao Tang; Xin Wang 019; Hong Chen 011; Chaoyu Guan; Yansong Tang; Wenwu Zhu 001 (CoRR, 2023)

Out-of-Distribution Generalized Dynamic Graph Neural Network with Disentangled Intervention and Invariance Promotion. - Zeyang Zhang 001; Xin Wang 019; Ziwei Zhang 001; Haoyang Li 001; Wenwu Zhu 001 (CoRR, 2023)

Out-of-Distribution Generalized Dynamic Graph Neural Network for Human Albumin Prediction. - Zeyang Zhang 001; Xingwang Li; Fei Teng; Ning Lin; Xueling Zhu; Xin Wang 019; Wenwu Zhu 001 (CoRR, 2023)

LLM4VG: Large Language Models Evaluation for Video Grounding. - Wei Feng; Xin Wang 019; Hong Chen 011; Zeyang Zhang 001; Zihan Song 003; Yuwei Zhou; Wenwu Zhu 001 (CoRR, 2023)

Grounding-Prompter: Prompting LLM with Multimodal Information for Temporal Sentence Grounding in Long Videos. - Houlun Chen; Xin Wang 019; Hong Chen 011; Zihan Song 003; Jia Jia 001; Wenwu Zhu 001 (CoRR, 2023)

Disentangled Representation Learning for Recommendation. - Xin Wang 019; Hong Chen 011; Yuwei Zhou; Jianxin Ma; Wenwu Zhu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

STDMANet: Spatio-Temporal Differential Multiscale Attention Network for Small Moving Infrared Target Detection. - Puti Yan; Runze Hou; Xuguang Duan; Chengfei Yue; Xin Wang 019; Xibin Cao (IEEE Trans. Geosci. Remote. Sens., 2023)

A Survey on Temporal Sentence Grounding in Videos. - Xiaohan Lan; Yitian Yuan; Xin Wang 019; Zhi Wang 001; Wenwu Zhu 001 (ACM Trans. Multim. Comput. Commun. Appl., 2023)

Continual Recognition with Adaptive Memory Update. - Xuanrong Yao; Xin Wang 019; Yue Liu 025; Wenwu Zhu 001 (ACM Trans. Multim. Comput. Commun. Appl., 2023)

Eigen-GNN: A Graph Structure Preserving Plug-in for GNNs. - Ziwei Zhang 001; Peng Cui 001; Jian Pei 001; Xin Wang 019; Wenwu Zhu 001 (IEEE Trans. Knowl. Data Eng., 2023)

DeepLogic: Joint Learning of Neural Perception and Logical Reasoning. - Xuguang Duan; Xin Wang 019; Peilin Zhao; Guangyao Shen; Wenwu Zhu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Adversarial Attack Framework on Graph Embedding Models With Limited Knowledge. - Heng Chang; Yu Rong 001; Tingyang Xu; Wenbing Huang 001; Honglei Zhang; Peng Cui 001; Xin Wang 019; Wenwu Zhu 001; Junzhou Huang (IEEE Trans. Knowl. Data Eng., 2023)

OOD-GNN: Out-of-Distribution Generalized Graph Neural Network. - Haoyang Li 001; Xin Wang 019; Ziwei Zhang 001; Wenwu Zhu 001 (IEEE Trans. Knowl. Data Eng., 2023)

Disentangled Graph Contrastive Learning With Independence Promotion. - Haoyang Li 001; Ziwei Zhang 001; Xin Wang 019; Wenwu Zhu 001 (IEEE Trans. Knowl. Data Eng., 2023)

Long-term multivariate time series forecasting in data centers based on multi-factor separation evolutionary spatial-temporal graph neural networks. - Fang Shen; Jialong Wang; Ziwei Zhang 001; Xin Wang 019; Yue Li 053; Zhaowei Geng; Bing Pan; Zengyi Lu; Wendy Zhao; Wenwu Zhu 001 (Knowl. Based Syst., 2023)

A Closer Look at Debiased Temporal Sentence Grounding in Videos: Dataset, Metric, and Approach. - Xiaohan Lan; Yitian Yuan; Xin Wang 019; Long Chen 016; Zhi Wang 001; Lin Ma 002; Wenwu Zhu 001 (ACM Trans. Multim. Comput. Commun. Appl., 2023)

Multimodal Graph Neural Architecture Search under Distribution Shifts. - Jie Cai 002; Xin Wang 019; Haoyang Li 001; Ziwei Zhang 001; Wenwu Zhu 001 (AAAI, 2024)

Rethinking Propagation for Unsupervised Graph Domain Adaptation. - Meihan Liu; Zeyu Fang; Zhen Zhang 023; Ming Gu 014; Sheng Zhou 004; Xin Wang 019; Jiajun Bu (AAAI, 2024)

Data-Augmented Curriculum Graph Neural Architecture Search under Distribution Shifts. - Yang Yao 003; Xin Wang 019; Yijian Qin; Ziwei Zhang 001; Wenwu Zhu 001; Hong Mei 001 (AAAI, 2024)

RealTCD: Temporal Causal Discovery from Interventional Data with Large Language Model. - Peiwen Li; Xin Wang 019; Zeyang Zhang 001; Yuan Meng; Fang Shen; Yue Li 053; Jialong Wang; Yang Li 104; Wenwu Zhu 001 (CIKM, 2024)

VTimeLLM: Empower LLM to Grasp Video Moments. - Bin Huang; Xin Wang 019; Hong Chen 011; Zihan Song 003; Wenwu Zhu 001 (CVPR, 2024)

Post-training Quantization with Progressive Calibration and Activation Relaxing for Text-to-Image Diffusion Models. - Siao Tang; Xin Wang 019; Hong Chen 011; Chaoyu Guan; Zewen Wu; Yansong Tang; Wenwu Zhu 001 (ECCV (56), 2024)

HCMA'24: The 5th International Workshop on Human-centric Multimedia Analysis Summary. - Hongyuan Zhu 002; Jingkuan Song; Wu Liu 005; Dingwen Zhang; Wenbing Huang 001; Xin Wang 019 (HCMA@MM, 2024)

OOD-GNN: Out-of-Distribution Generalized Graph Neural Network: (Extended Abstract). - Haoyang Li 001; Xin Wang 019; Ziwei Zhang 001; Wenwu Zhu 001 (ICDE, 2024)

DisenBooth: Identity-Preserving Disentangled Tuning for Subject-Driven Text-to-Image Generation. - Hong Chen 011; Yipeng Zhang 003; Simin Wu; Xin Wang 019; Xuguang Duan; Yuwei Zhou; Wenwu Zhu 001 (ICLR, 2024)

Customized Cross-device Neural Architecture Search with Images. - Yang Yao 003; Xin Wang 019; Yijian Qin; Ziwei Zhang 001; Wenwu Zhu 001; Hong Mei 001 (ICME, 2024)

Disentangled Graph Self-supervised Learning for Out-of-Distribution Generalization. - Haoyang Li 001; Xin Wang 019; Zeyang Zhang 001; Haibo Chen 008; Ziwei Zhang 001; Wenwu Zhu 001 (ICML, 2024)

Disentangled Continual Graph Neural Architecture Search with Invariant Modular Supernet. - Zeyang Zhang 001; Xin Wang 019; Yijian Qin; Hong Chen 011; Ziwei Zhang 001; Xu Chu; Wenwu Zhu 001 (ICML, 2024)

CurBench: Curriculum Learning Benchmark. - Yuwei Zhou; Zirui Pan; Xin Wang 019; Hong Chen 011; Haoyang Li 001; Yanwen Huang; Zhixiao Xiong; Fangzhou Xiong; Peiyang Xu; Shengnan Liu; Wenwu Zhu 001 (ICML, 2024)

Context Constraints-Guided Reconstruction Robust Network for Cloud-Induced Extensive Missing Area in Sea Surface Temperature. - Zijie Zuo; Jie Nie; Xin Wang 019; Xinyue Liang; Bo Yin (IGARSS, 2024)

Large Language Model with Curriculum Reasoning for Visual Concept Recognition. - Yipeng Zhang 003; Xin Wang 019; Hong Chen 011; Jiapei Fan; Weigao Wen; Hui Xue 001; Hong Mei 001; Wenwu Zhu 001 (KDD, 2024)

Towards Lightweight Graph Neural Network Search with Curriculum Graph Sparsification. - Beini Xie; Heng Chang; Ziwei Zhang 001; Zeyang Zhang 001; Simin Wu; Xin Wang 019; Yuan Meng; Wenwu Zhu 001 (KDD, 2024)

LLM4DyG: Can Large Language Models Solve Spatial-Temporal Problems on Dynamic Graphs? - Zeyang Zhang 001; Xin Wang 019; Ziwei Zhang 001; Haoyang Li 001; Yijian Qin; Wenwu Zhu 001 (KDD, 2024)

Curriculum Learning for Multimedia in the Era of Large Language Models. - Xin Wang 019; Yuwei Zhou; Hong Chen 011; Wenwu Zhu 001 (ACM Multimedia, 2024)

DisenStudio: Customized Multi-Subject Text-to-Video Generation with Disentangled Spatial Control. - Hong Chen 011; Xin Wang 019; Yipeng Zhang 003; Yuwei Zhou; Zeyang Zhang 001; Siao Tang; Wenwu Zhu 001 (ACM Multimedia, 2024)

U2UData: A Large-scale Cooperative Perception Dataset for Swarm UAVs Autonomous Flight. - Tongtong Feng; Xin Wang 019; Feilin Han; Leping Zhang; Wenwu Zhu 001 (ACM Multimedia, 2024)

U2USim - A UAV Telepresence Simulation Platform with Multi-agent Sensing and Dynamic Environment. - Feilin Han; Leping Zhang; Xin Wang 019; Ke-Ao Zhao; Ying Zhong; Ziyi Su; Tongtong Feng; Wenwu Zhu 001 (ACM Multimedia, 2024)

Neighbor Does Matter: Curriculum Global Positive-Negative Sampling for Vision-Language Pre-training. - Bin Huang; Feng He; Qi Wang; Hong Chen 011; Guohao Li 002; Zhifan Feng; Xin Wang 019; Wenwu Zhu 001 (ACM Multimedia, 2024)

VERIFIED: A Video Corpus Moment Retrieval Benchmark for Fine-Grained Video Understanding. - Houlun Chen; Xin Wang 019; Hong Chen 011; Zeyang Zhang 001; Wei Feng; Bin Huang; Jia Jia 001; Wenwu Zhu 001 (NeurIPS, 2024)

Multi-weather Cross-view Geo-localization Using Denoising Diffusion Models. - Tongtong Feng; Qing Li 046; Xin Wang 019; Mingzi Wang; Guangyao Li; Wenwu Zhu 001 (UAVM, 2024)

Curriculum Learning: Theories, Approaches, Applications, Tools, and Future Directions in the Era of Large Language Models. - Xin Wang 019; Yuwei Zhou; Hong Chen 011; Wenwu Zhu 001 (WWW (Companion Volume), 2024)

Clustered remote sensing target distribution detection aided by density-based spatial analysis. - Puti Yan; Jixiang Zhao; Runze Hou; Xuguang Duan; Shaoxiong Cai; Xin Wang 019 (Int. J. Appl. Earth Obs. Geoinformation, 2024)

Exploring the Potential of Large Language Models in Graph Generation. - Yang Yao 003; Xin Wang 019; Zeyang Zhang 001; Yijian Qin; Ziwei Zhang 001; Xu Chu; Yuekui Yang; Wenwu Zhu 001; Hong Mei 001 (CoRR, 2024)

LLM-Enhanced Causal Discovery in Temporal Domain from Interventional Data. - Peiwen Li; Xin Wang 019; Zeyang Zhang 001; Yuan Meng; Fang Shen; Yue Li 053; Jialong Wang; Yang Li 104; Wenweu Zhu (CoRR, 2024)

Causal-Aware Graph Neural Architecture Search under Distribution Shifts. - Peiwen Li; Xin Wang 019; Zeyang Zhang 001; Yijian Qin; Ziwei Zhang 001; Jialong Wang; Yang Li 104; Wenwu Zhu 001 (CoRR, 2024)

Multi-Modal Generative AI: Multi-modal LLM, Diffusion and Beyond. - Hong Chen 011; Xin Wang 019; Yuwei Zhou; Bin Huang; Yipeng Zhang 003; Wei Feng; Houlun Chen; Zeyang Zhang 001; Siao Tang; Wenwu Zhu 001 (CoRR, 2024)

Unsupervised Image Sequence Registration and Enhancement for Infrared Small Target Detection. - Runze Hou; Puti Yan; Xuguang Duan; Xin Wang 019 (IEEE Trans. Geosci. Remote. Sens., 2024)

Dynamic Spatio-Temporal Graph Reasoning for VideoQA With Self-Supervised Event Recognition. - Jie Nie; Xin Wang 019; Runze Hou; Guohao Li 002; Hong Chen 011; Wenwu Zhu 001 (IEEE Trans. Image Process., 2024)

Invariant Node Representation Learning under Distribution Shifts with Multiple Latent Environments. - Haoyang Li 001; Ziwei Zhang 001; Xin Wang 019; Wenwu Zhu 001 (ACM Trans. Inf. Syst., 2024)

S2CL-Leaf Net: Recognizing Leaf Images Like Human Botanists. - Cong Zou; Rui Wang 032; Cheng Jin 001; Sanyi Zhang; Xin Wang 019 (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Revisiting Adversarial Attacks on Graph Neural Networks for Graph Classification. - Xin Wang 019; Heng Chang; Beini Xie; Tian Bian; Shiji Zhou; Daixin Wang; Zhiqiang Zhang 012; Wenwu Zhu 001 (IEEE Trans. Knowl. Data Eng., 2024)

DisenDreamer: Subject-Driven Text-to-Image Generation With Sample-Aware Disentangled Tuning. - Hong Chen 011; Yipeng Zhang 003; Xin Wang 019; Xuguang Duan; Yuwei Zhou; Wenwu Zhu 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Disentangled Representation Learning. - Xin Wang 019; Hong Chen 011; Si'ao Tang; Zihao Wu 005; Wenwu Zhu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Behavior Importance-Aware Graph Neural Architecture Search for Cross-Domain Recommendation. - Chendi Ge; Xin Wang 019; Ziwei Zhang 001; Yijian Qin; Hong Chen 011; Haiyang Wu; Yang Zhang; Yuekui Yang; Wenwu Zhu 001 (AAAI, 2025)

Identity-Text Video Corpus Grounding. - Bin Huang; Xin Wang 019; Hong Chen 011; Houlun Chen; Yaofei Wu; Wenwu Zhu 001 (AAAI, 2025)

Modular-Cam: Modular Dynamic Camera-view Video Generation with LLM. - Zirui Pan; Xin Wang 019; Yipeng Zhang 003; Hong Chen 011; Kwan Man Cheng; Yaofei Wu; Wenwu Zhu 001 (AAAI, 2025)

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration. - Mingzi Wang; Yuan Meng; Chen Tang; Weixiang Zhang; Yijian Qin; Yang Yao 003; Yingxin Li; Tongtong Feng; Xin Wang 019; Xun Guan; Zhi Wang 001; Wenwu Zhu 001 (AAAI, 2025)

Q-DiT: Accurate Post-Training Quantization for Diffusion Transformers. - Lei Chen; Yuan Meng; Chen Tang; Xinzhu Ma; Jingyan Jiang; Xin Wang 019; Zhi Wang 001; Wenwu Zhu 001 (CVPR, 2025)

Towards Better Alignment: Training Diffusion Models with Reinforcement Learning Against Sparse Rewards. - Zijing Hu; Fengda Zhang; Long Chen 016; Kun Kuang; Jiahui Li 003; Kaifeng Gao; Jun Xiao 001; Xin Wang 019; Wenwu Zhu 001 (CVPR, 2025)

Localizing Step-by-Step: Multimodal Long Video Temporal Grounding with LLM. - Houlun Chen; Xin Wang 019; Hong Chen 011; Wei Feng; Zihan Song 003; Jia Jia 001; Wenwu Zhu 001 (ICME, 2025)

Multi-sentence Video Grounding for Long Video Generation. - Wei Feng; Xin Wang 019; Hong Chen 011; Zeyang Zhang 001; Wenwu Zhu 001 (ICME, 2025)

Self-supervised Masked Graph Autoencoder via Structure-aware Curriculum. - Haoyang Li 001; Xin Wang 019; Zeyang Zhang 001; Zongyuan Wu; Linxin Xiao; Wenwu Zhu 001 (ICML, 2025)

Disentangling Invariant Subgraph via Variance Contrastive Estimation under Distribution Shifts. - Haoyang Li 001; Xin Wang 019; Xueling Zhu; Weigao Wen; Wenwu Zhu 001 (ICML, 2025)

Modularized Self-Reflected Video Reasoner for Multimodal LLM with Application to Video Question Answering. - Zihan Song 003; Xin Wang 019; Zi Qian; Hong Chen 011; Longtao Huang; Hui Xue 001; Wenwu Zhu 001 (ICML, 2025)

AutoGFM: Automated Graph Foundation Model with Adaptive Architecture Customization. - Haibo Chen 008; Xin Wang 019; Zeyang Zhang 001; Haoyang Li 001; Ling Feng; Wenwu Zhu 001 (ICML, 2025)

Dynamic Mixture of Curriculum LoRA Experts for Continual Multimodal Instruction Tuning. - Chendi Ge; Xin Wang 019; Zeyang Zhang 001; Hong Chen 011; Jiapei Fan; Longtao Huang; Hui Xue 001; Wenwu Zhu 001 (ICML, 2025)

14.3 A 28nm 17.83-to-62.84TFLOPS/W Broadcast-Alignment Floating-Point CIM Macro with Non-Two's-Complement MAC for CNNs and Transformers. - Xing Wang; Tianhui Jiao; Yi Yang 001; Shaochen Li; Dongqi Li; An Guo 001; Yuhui Shi; Yuchen Tang; Jinwu Chen; Zhican Zhang; Zhichao Liu; Bo Liu 019; et al. (ISSCC, 2025)

Causal-aware Graph Neural Architecture Search under Distribution Shifts. - Peiwen Li; Xin Wang 019; Zeyang Zhang 001; Ziwei Zhang 001; Fang Shen; Jialong Wang; Yang Li 104; Wenwu Zhu 001 (KDD (2), 2025)

Aligning Large Multimodal Model with Sequential Recommendation via Content-Behavior Guidance. - Zihao Wu 005; Xin Wang 019; Heng Chang; Hong Chen 011; Lifeng Sun; Wenwu Zhu 001 (ICMR, 2025)

Graph Machine Learning under Distribution Shifts: Adaptation, Generalization and Extension to LLM. - Xin Wang 019; Haoyang Li 001; Zeyang Zhang 001; Wenwu Zhu 001 (WWW (Companion Volume), 2025)

SVIFNN: Robust Inpainting Fourier Neural Network for SST Scientific Visualization Image Leveraging Significant Stability and Nonsignificant Anomalies. - Zijie Zuo; Jie Nie; Xin Wang 019; Junyu Dong (IEEE Trans. Geosci. Remote. Sens., 2025)

VideoDreamer: Customized Multi-Subject Text-to-Video Generation With Disen-Mix Finetuning on Language-Video Foundation Models. - Hong Chen 011; Xin Wang 019; Guanning Zeng; Yipeng Zhang 003; Yuwei Zhou; Feilin Han; Yaofei Wu; Wenwu Zhu 001 (IEEE Trans. Multim., 2025)

Guest Editorial: Special Issue on Deep Learning for Intelligent Media Computing and Applications. - Hamido Fujita; Bo Li 004; Yiyu Yao; Xinbo Gao 001; Maoguo Gong; Ivan Lee 001; Martin Ester; Xin Wang 019 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Disentangled Dynamic Graph Attention Network for Out-of-Distribution Sequential Recommendation. - Zeyang Zhang 001; Xin Wang 019; Haibo Chen 008; Haoyang Li 001; Wenwu Zhu 001 (ACM Trans. Inf. Syst., 2025)

EvoAgent: Agent Autonomous Evolution with Continual World Model for Long-Horizon Tasks. - Tongtong Feng; Xin Wang 019; Zekai Zhou; Ren Wang; Yuwei Zhan; Guangyao Li; Qing Li 046; Wenwu Zhu 001 (CoRR, 2025)

A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions. - Sheng Zhou 004; Hongjia Xu; Zhuonan Zheng; Jiawei Chen 007; Zhao Li 007; Jiajun Bu; Jia Wu 001; Xin Wang 019; Wenwu Zhu 001; Martin Ester (ACM Comput. Surv., 2025)

Automated Disentangled Sequential Recommendation with Large Language Models. - Xin Wang 019; Hong Chen 011; Zirui Pan; Yuwei Zhou; Chaoyu Guan; Lifeng Sun; Wenwu Zhu 001 (ACM Trans. Inf. Syst., 2025)

The Point, the Vision and the Text: Does Point Cloud Boost Spatial Reasoning of Large Language Models? - Weichen Zhang; Ruiying Peng; Chen Gao 001; Jianjie Fang; Xin Zeng; Kaiyuan Li; Ziyou Wang; Jinqiang Cui; Xin Wang 019; Xinlei Chen; Yong Li 008 (CoRR, 2025)

Embodied-R: Collaborative Framework for Activating Embodied Spatial Reasoning in Foundation Models via Reinforcement Learning. - Baining Zhao; Ziyou Wang; Jianjie Fang; Chen Gao 001; Fanhang Man; Jinqiang Cui; Xin Wang 019; Xinlei Chen; Yong Li 008; Wenwu Zhu 001 (CoRR, 2025)

Modular Machine Learning: An Indispensable Path towards New-Generation Large Language Models. - Xin Wang 019; Haoyang Li 001; Zeyang Zhang 001; Haibo Chen 008; Wenwu Zhu 001 (CoRR, 2025)

Towards Multi-modal Graph Large Language Model. - Xin Wang 019; Zeyang Zhang 001; Linxin Xiao; Haibo Chen 008; Chendi Ge; Wenwu Zhu 001 (CoRR, 2025)

AirScape: An Aerial Generative World Model with Motion Controllability. - Baining Zhao; Rongze Tang; Mingyuan Jia; Ziyou Wang; Fanghang Man; Xin Zhang 123; Yu Shang; Weichen Zhang; Chen Gao 001; Wei Wu 021; Xin Wang 019; Xinlei Chen; et al. (CoRR, 2025)

ScenarioDiff: Text-to-video Generation with Dynamic Transformations of Scene Conditions. - Yipeng Zhang 003; Xin Wang 019; Hong Chen 011; Chenyang Qin; Yibo Hao; Hong Mei 001; Wenwu Zhu 001 (Int. J. Comput. Vis., 2025)

U2UData-2: A Scalable Swarm UAVs Autonomous Flight Dataset for Long-horizon Tasks. - Tongtong Feng; Xin Wang 019; Feilin Han; Leping Zhang; Wenwu Zhu 001 (CoRR, 2025)

Embodied AI: From LLMs to World Models. - Tongtong Feng; Xin Wang 019; Yu-Gang Jiang; Wenwu Zhu 001 (CoRR, 2025)

Out-of-Distribution Generalization on Graphs: A Survey. - Haoyang Li 001; Xin Wang 019; Ziwei Zhang 001; Wenwu Zhu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)