Auxiliary Information Regularized Machine for Multiple Modality Feature Learning. - Yang Yang 074; Han-Jia Ye; De-Chuan Zhan; Yuan Jiang 001 (IJCAI, 2015)

Learning by Actively Querying Strong Modal Features. - Yang Yang 074; De-Chuan Zhan; Yuan Jiang 001 (IJCAI, 2016)

Deep Learning for Fixed Model Reuse. - Yang Yang 074; De-Chuan Zhan; Ying Fan; Yuan Jiang 001; Zhi-Hua Zhou (AAAI, 2017)

Instance Specific Discriminative Modal Pursuit: A Serialized Approach. - Yang Yang 074; De-Chuan Zhan; Ying Fan; Yuan Jiang 001 (ACML, 2017)

Modal Consistency based Pre-Trained Multi-Model Reuse. - Yang Yang 074; De-Chuan Zhan; Xiang-Yu Guo; Yuan Jiang 001 (IJCAI, 2017)

Learning Semantic Features for Software Defect Prediction by Code Comments Embedding. - Xuan Huo; Yang Yang 074; Ming Li 005; De-Chuan Zhan (ICDM, 2018)

Semi-Supervised Multi-Modal Learning with Incomplete Modalities. - Yang Yang 074; De-Chuan Zhan; Xiang-Rong Sheng; Yuan Jiang 001 (IJCAI, 2018)

Complex Object Classification: A Multi-Modal Multi-Instance Multi-Label Deep Network with Optimal Transport. - Yang Yang 074; Yi-Feng Wu; De-Chuan Zhan; Zhi-Bin Liu; Yuan Jiang 001 (KDD, 2018)

Multi-network User Identification via Graph-Aware Embedding. - Yang Yang 074; De-Chuan Zhan; Yi-Feng Wu; Yuan Jiang 001 (PAKDD (2), 2018)

Deep Multi-modal Learning with Cascade Consensus. - Yang Yang 074; Yi-Feng Wu; De-Chuan Zhan; Yuan Jiang 001 (PRICAI, 2018)

Deep Robust Unsupervised Multi-Modal Network. - Yang Yang 074; Yi-Feng Wu; De-Chuan Zhan; Zhi-Bin Liu; Yuan Jiang 001 (AAAI, 2019)

An Integrated Multimodal Attention-Based Approach for Bank Stress Test Prediction. - Farid Razzak; Fei Yi; Yang Yang 074; Hui Xiong 001 (ICDM, 2019)

Comprehensive Semi-Supervised Multi-Modal Learning. - Yang Yang 074; Ke-Tao Wang; De-Chuan Zhan; Hui Xiong 001; Yuan Jiang 001 (IJCAI, 2019)

Adaptive Deep Models for Incremental Learning: Considering Capacity Scalability and Sustainability. - Yang Yang 074; Da-Wei Zhou 001; De-Chuan Zhan; Hui Xiong 001; Yuan Jiang 001 (KDD, 2019)

Sequential Modeling of Hierarchical User Intention and Preference for Next-item Recommendation. - Nengjun Zhu; Jian Cao 001; Yanchi Liu; Yang Yang 074; Haochao Ying; Hui Xiong 001 (WSDM, 2020)

A semi-supervised attention model for identifying authentic sneakers. - Yang Yang 074; Nengjun Zhu; Yi-Feng Wu; Jian Cao 001; De-Chuan Zhan; Hui Xiong 001 (Big Data Min. Anal., 2020)

S2OSC: A Holistic Semi-Supervised Approach for Open Set Classification. - Yang Yang 074; Zhen-Qiang Sun; Hui Xiong 001; Jian Yang 003 (CoRR, 2020)

Learning Adaptive Embedding Considering Incremental Class. - Yang Yang 074; Zhen-Qiang Sun; Hengshu Zhu; Yanjie Fu; Hui Xiong 001; Jian Yang 003 (CoRR, 2020)

Complementary Fusion of Deep Network and Tree Model for ETA Prediction. - Yurui Huang; Jie Zhang; HengDa Bao; Yang Yang 074; Jian Yang 003 (SIGSPATIAL/GIS, 2021)

Rethinking Label-Wise Cross-Modal Retrieval from A Semantic Sharing Perspective. - Yang Yang 074; Chubing Zhang; Yi-Chu Xu; Dianhai Yu; De-Chuan Zhan; Jian Yang 003 (IJCAI, 2021)

A Three-Fingered Adaptive Gripper with Multiple Grasping Modes. - Long Kang; Yang Yang 074; Jian Yang 003; Byung-Ju Yi (IROS, 2021)

Detecting Sequentially Novel Classes with Stable Generalization Ability. - Da-Wei Zhou 001; Yang Yang 074; De-Chuan Zhan (PAKDD (1), 2021)

Incremental Spatio-Temporal Graph Learning for Online Query-POI Matching. - Zixuan Yuan; Hao Liu 026; Junming Liu; Yanchi Liu; Yang Yang 074; Renjun Hu; Hui Xiong 001 (WWW, 2021)

Exploiting Cross-Modal Prediction and Relation Consistency for Semi-Supervised Image Captioning. - Yang Yang 074; Hongchen Wei; Hengshu Zhu; Dianhai Yu; Hui Xiong 001; Jian Yang 003 (CoRR, 2021)

Semi-Supervised Multi-Modal Multi-Instance Multi-Label Deep Network with Optimal Transport. - Yang Yang 074; Zhao-Yang Fu; De-Chuan Zhan; Zhi-Bin Liu; Yuan Jiang 001 (IEEE Trans. Knowl. Data Eng., 2021)

Semi-Supervised Multi-Modal Clustering and Classification with Incomplete Modalities. - Yang Yang 074; De-Chuan Zhan; Yi-Feng Wu; Zhi-Bin Liu; Hui Xiong 001; Yuan Jiang 001 (IEEE Trans. Knowl. Data Eng., 2021)

Not All Parameters Should Be Treated Equally: Deep Safe Semi-supervised Learning under Class Distribution Mismatch. - Rundong He; Zhongyi Han; Yang Yang 074; Yilong Yin (AAAI, 2022)

DOMFN: A Divergence-Orientated Multi-Modal Fusion Network for Resume Assessment. - Yang Yang 074; Jingshuai Zhang; Fan Gao; Xiaoru Gao; Hengshu Zhu (ACM Multimedia, 2022)

S2OSC: A Holistic Semi-Supervised Approach for Open Set Classification. - Yang Yang 074; Hongchen Wei; Zhen-Qiang Sun; Guangyu Li; Yuanchun Zhou; Hui Xiong 001; Jian Yang 003 (ACM Trans. Knowl. Discov. Data, 2022)

Learning to Classify With Incremental New Class. - Da-Wei Zhou 001; Yang Yang 074; De-Chuan Zhan (IEEE Trans. Neural Networks Learn. Syst., 2022)

KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model. - Lei Geng; Xu Yan; Ziqiang Cao; Juntao Li; Wenjie Li 002; Sujian Li; Xinjie Zhou; Yang Yang 074; Jun Zhang 069 (EMNLP (Findings), 2023)

Robust Semi-Supervised Learning for Self-learning Open-World Classes. - Wenjuan Xi; Xin Song; Weili Guo; Yang Yang 074 (ICDM, 2023)

Design and Implementation of a Two-Limbed 3T1R Haptic Device. - Long Kang; Yang Yang 074; Byung-Ju Yi (IROS, 2023)

IDToolkit: A Toolkit for Benchmarking and Developing Inverse Design Algorithms in Nanophotonics. - Jia-Qi Yang 001; Yucheng Xu; Jia-Lei Shen; Ke-Bin Fan; De-Chuan Zhan; Yang Yang 074 (KDD, 2023)

QTIAH-GNN: Quantity and Topology Imbalance-aware Heterogeneous Graph Neural Network for Bankruptcy Prediction. - Yucheng Liu; Zipeng Gao; Xiangyang Liu; Pengfei Luo; Yang Yang 074; Hui Xiong 001 (KDD, 2023)

Not All Out-of-Distribution Data Are Harmful to Open-Set Active Learning. - Yang Yang 074; Yuxuan Zhang; Xin Song; Yi Xu 008 (NeurIPS, 2023)

On Transferring Expert Knowledge from Tabular Data to Images. - Jun-Peng Jiang; Han-Jia Ye; Leye Wang; Yang Yang 074; Yuan Jiang 001; De-Chuan Zhan (UniReps, 2023)

COURIER: Contrastive User Intention Reconstruction for Large-Scale Pre-Train of Image Features. - Jia-Qi Yang 001; Chenglei Dai; Dan Ou; Ju Huang; De-Chuan Zhan; Qingwen Liu 002; Xiaoyi Zeng; Yang Yang 074 (CoRR, 2023)

Prior Knowledge-Guided Transformer for Remote Sensing Image Captioning. - Lingwu Meng; Jing Wang 201; Yang Yang 074; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Corporate Relative Valuation Using Heterogeneous Multi-Modal Graph Neural Network. - Yang Yang 074; Jia-Qi Yang 001; Ran Bao; De-Chuan Zhan; Hengshu Zhu; Xiaoru Gao; Hui Xiong 001; Jian Yang 003 (IEEE Trans. Knowl. Data Eng., 2023)

Learning Adaptive Embedding Considering Incremental Class. - Yang Yang 074; Zhen-Qiang Sun; Hengshu Zhu; Yanjie Fu; Yuanchun Zhou; Hui Xiong 001; Jian Yang 003 (IEEE Trans. Knowl. Data Eng., 2023)

Cost-Effective Incremental Deep Model: Matching Model Capacity With the Least Sampling. - Yang Yang 074; Da-Wei Zhou 001; De-Chuan Zhan; Hui Xiong 001; Yuan Jiang 001; Jian Yang 003 (IEEE Trans. Knowl. Data Eng., 2023)

MrTF: model refinery for transductive federated learning. - Xin-Chun Li; Yang Yang 074; De-Chuan Zhan (Data Min. Knowl. Discov., 2023)

Deep visual-linguistic fusion network considering cross-modal inconsistency for rumor detection. - Yang Yang 074; Ran Bao; Weili Guo; De-Chuan Zhan; Yilong Yin; Jian Yang 003 (Sci. China Inf. Sci., 2023)

Refining Visual Perception for Decoration Display: A Self-Enhanced Deep Captioning Model. - Longfei Huang; Xiangyu Wu; Jingyuan Wang; Weili Guo; Yang Yang 074 (ACML, 2024)

TabMedBERT: A Tabular Knowledge Enhanced Biomedical Pretrained Language Model. - Xu Yan; Lei Geng; Ziqiang Cao; Juntao Li; Wenjie Li 002; Sujian Li; Xinjie Zhou; Yang Yang 074; Jun Zhang 069 (ECAI, 2024)

CoVLR: Coordinating Cross-Modal Consistency and Intra-Modal Relations for Vision-Language Retrieval. - Fengqiang Wan; Xiangyu Wu; Zhihao Guan; Yang Yang 074 (ICME, 2024)

Tabular Insights, Visual Impacts: Transferring Expertise from Tables to Images. - Jun-Peng Jiang; Han-Jia Ye; Leye Wang; Yang Yang 074; Yuan Jiang 001; De-Chuan Zhan (ICML, 2024)

Facilitating Multimodal Classification via Dynamically Learning Modality Gap. - Yang Yang 074; Fengqiang Wan; Qing-Yuan Jiang; Yi Xu 008 (NeurIPS, 2024)

Completing Saliency from Details. - Jin Zhang 021; Yumeng Liu; Lingxiang Wu; Renwei Dian; Yiheng Yao; Shihao Huang; Yang Yang 074; Ruiheng Zhang 001 (PRCV (13), 2024)

The Solution for the CVPR 2023 1st foundation model challenge-Track2. - Haonan Xu; Yurui Huang; Sishun Pan; Zhihao Guan; Yi Xu 008; Yang Yang 074 (CoRR, 2024)

Solution for Point Tracking Task of ICCV 1st Perception Test Challenge 2023. - Hongpeng Pan; Yang Yang 074; Zhongtian Fu; Yuxuan Zhang; Shian Du; Yi Xu 008; Xiangyang Ji (CoRR, 2024)

Learning to Rebalance Multi-Modal Optimization by Adaptively Masking Subnetworks. - Yang Yang 074; Hongpeng Pan; Qing-Yuan Jiang; Yi Xu 008; Jinghui Tang (CoRR, 2024)

Low-light Object Detection. - Pengpeng Li 004; Haowei Gu; Yang Yang 074 (CoRR, 2024)

The Solution for CVPR2024 Foundational Few-Shot Object Detection Challenge. - Hongpeng Pan; Shifeng Yi; Shouwei Yang; Lei Qi; Bing Hu; Yi Xu 008; Yang Yang 074 (CoRR, 2024)

Proposal Report for the 2nd SciCAP Competition 2024. - Pengpeng Li 004; Tingmin Li; Jingyuan Wang; Boyuan Wang; Yang Yang 074 (CoRR, 2024)

The Solution for Single Object Tracking Task of Perception Test Challenge 2024. - Zhiqiang Zhong; Yang Yang 074; Fengqiang Wan; Henglu Wei; Xiangyang Ji (CoRR, 2024)

A Multiscale Grouping Transformer With CLIP Latents for Remote Sensing Image Captioning. - Lingwu Meng; Jing Wang 201; Ran Meng; Yang Yang 074; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Rebalanced Vision-Language Retrieval Considering Structure-Aware Distillation. - Yang Yang 074; Wenjuan Xi; Luping Zhou; Jinhui Tang 001 (IEEE Trans. Image Process., 2024)

Exploiting Cross-Modal Prediction and Relation Consistency for Semisupervised Image Captioning. - Yang Yang 074; Hongchen Wei; Hengshu Zhu; Dianhai Yu; Hui Xiong 001; Jian Yang 003 (IEEE Trans. Cybern., 2024)

Contextualized Knowledge Graph Embedding for Explainable Talent Training Course Recommendation. - Yang Yang 074; Chubing Zhang; Xin Song; Zheng Dong; Hengshu Zhu; Wenjie Li 002 (ACM Trans. Inf. Syst., 2024)

MAP: Model Aggregation and Personalization in Federated Learning With Incomplete Classes. - Xin-Chun Li; Shaoming Song; Yinchuan Li; Bingshuai Li; Yunfeng Shao 001; Yang Yang 074; De-Chuan Zhan (IEEE Trans. Knowl. Data Eng., 2024)

Robust Semi-Supervised Learning by Wisely Leveraging Open-Set Data. - Yang Yang 074; Nan Jiang; Yi Xu 008; De-Chuan Zhan (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Detail-Aware Network for Infrared Image Enhancement. - Ruiheng Zhang 001; Guanyu Liu; Qi Zhang 004; Xiankai Lu; Renwei Dian; Yang Yang 074; Lixin Xu 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

JobFormer: Skill-Aware Job Recommendation with Semantic-Enhanced Transformer. - Zhihao Guan; Jia-Qi Yang 001; Yang Yang 074; Hengshu Zhu; Wenjie Li 002; Hui Xiong 001 (ACM Trans. Knowl. Discov. Data, 2025)

Learning to Rebalance Multi-Modal Optimization by Adaptively Masking Subnetworks. - Yang Yang 074; Hongpeng Pan; Qing-Yuan Jiang; Yi Xu 008; Jinhui Tang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

COURIER: contrastive user intention reconstruction for large-scale visual recommendation. - Jia-Qi Yang 001; Chenglei Dai; Dan Ou; Dongshuai Li; Ju Huang; De-Chuan Zhan; Xiaoyi Zeng; Yang Yang 074 (Frontiers Comput. Sci., 2025)