Yixin Chen

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 254

Top Venues

Publications

Zehao Dong, Yixin Chen, Hiram Gay, Yao Hao, Geoffrey D. Hugo, Pamela Samson, Tianyu Zhao
Large-Language-Model Empowered Dose Volume Histogram Prediction for Intensity Modulated Radiotherapy. CoRR (2024)
Sicong Cao, Xiaobing Sun, Ratnadira Widyasari, David Lo, Xiaoxue Wu, Lili Bo, Jiale Zhang, Bin Li, Wei Liu, Di Wu, Yixin Chen
A Systematic Literature Review on Explainability for Machine/Deep Learning-based Software Engineering Research. CoRR (2024)
Jiali Zheng, Yixin Chen, Qijia Lai
PPSFL: Privacy-Preserving Split Federated Learning for heterogeneous data in edge-based Internet of Things. Future Gener. Comput. Syst. 156 (2024)
Yixin Chen, Shuai Zhang, Boran Han, Tong He, Bo Li
CaMML: Context-Aware Multimodal Learner for Large Models. CoRR (2024)
Haiyang Bian, Yixin Chen, Xiaomin Dong, Chen Li, Minsheng Hao, Sijie Chen, Jinyi Hu, Maosong Sun, Lei Wei, Xuegong Zhang
scMulan: A Multitask Generative Pre-Trained Language Model for Single-Cell Analysis. RECOMB (2024)
Yixin Chen, Jinghui Zhong, Wei-Li Liu, Linbo Luo, Wentong Cai
Automatic Guidance Signage Placement Through Multiobjective Evolutionary Algorithm. IEEE Trans. Comput. Soc. Syst. 11 (3) (2024)
Kexue Fu, Ruishan Wu, Yuying Tang, Yixin Chen, Bowen Liu, Ray LC
"Being Eroded, Piece by Piece": Enhancing Engagement and Storytelling in Cultural Heritage Dissemination by Exhibiting GenAI Co-Creation Artifacts. Conference on Designing Interactive Systems (2024)
Baoxiong Jia, Yixin Chen, Huangyue Yu, Yan Wang, Xuesong Niu, Tengyu Liu, Qing Li, Siyuan Huang
SceneVerse: Scaling 3D Vision-Language Learning for Grounded Scene Understanding. CoRR (2024)
Weijia Ju, Yixin Chen, Ling Chen, Bin Li
Locating influence sources in social network by senders and receivers spaces mapping. Expert Syst. Appl. 248 (2024)
Xikun Zhang, Dongjin Song, Yixin Chen, Dacheng Tao
Topology-aware Embedding Memory for Learning on Expanding Graphs. CoRR (2024)
Yixin Chen, Scott A. Hale, Bernie Hogan
"I Am 30F and Need Advice!": A Mixed-Method Analysis of the Effects of Advice-Seekers' Self-Disclosure on Received Replies. ICWSM (2024)
Yixin Chen, Di Jiang, Conghui Tan, Yuanfeng Song, Chen Jason Zhang, Lei Chen
Neural Moderation of ASMR Erotica Content in Social Networks. IEEE Trans. Knowl. Data Eng. 36 (1) (2024)
Yixin Chen, Ankur Nath, Chunli Peng, Alan Kuhnle
Discretely Beyond 1/e: Guided Combinatorial Algorithms for Submodular Maximization. CoRR (2024)
Zehao Dong, Qihang Zhao, Philip R. O. Payne, Michael Province, Carlos Cruchaga, Muhan Zhang, Tianyu Zhao, Yixin Chen, Fuhai Li
Highly Accurate Disease Diagnosis and Highly Reproducible Biomarker Identification with PathFormer. CoRR (2024)
Lecheng Kong, Jiarui Feng, Hao Liu, Chengsong Huang, Jiaxin Huang, Yixin Chen, Muhan Zhang
GOFA: A Generative One-For-All Model for Joint Graph Language Modeling. CoRR (2024)
Yue Fu, Yixin Chen, Zelia Gomes Da Costa Lai, Alexis Hiniker
Should ChatGPT Write Your Breakup Text? Exploring the Role of AI in Relationship Dissolution. CoRR (2024)
Yixin Chen, Shuai Zhang, Boran Han, Tong He, Bo Li
CaMML: Context-Aware Multimodal Learner for Large Models. ACL (1) (2024)
Zehao Dong, Yixin Chen, Tianyu Zhao
DoseGNN: Improving the Performance of Deep Learning Models in Adaptive Dose-Volume Histogram Prediction through Graph Neural Networks. CoRR (2024)
Zehao Dong, Muhan Zhang, Yixin Chen
SPGNN: Recognizing Salient Subgraph Patterns via Enhanced Graph Convolution and Pooling. CoRR (2024)
Zhaoyu Shou, Yixin Chen, Huibing Zhang, Jianwen Mo
Research on Knowledge Concept Recommendation Algorithm With Spatial-Temporal Information. IEEE Access 12 (2024)
Derek Abbott, Sonia Aissa, Anuradha Annaswamy, Nirwan Ansari, Jun Cai, Kun-Shan Chen, Yixin Chen, J.-C. Chiao, Ayman El-Baz, Shaikh Fattah, Hoay Gooi, Maya Gokhale, Chih-Lin I, Giuseppe Iannaccone, Yumi Iwashita, Bruce Jacob, Abbas Jamalipour, Bahram Javidi, Weihua Jiang, Okyay Kaynak, Hulya Kirkici, Germano Lambert-Torres, Shengtao Li, Michal Mrozowski, Michele Nappi, Dalma Novak, Hugo Proença, Yi Qian, Zhihua Qu, Susanto Rahardja, Mehrdad Saif, Ali Serpengüzel, Peter H. Siegel, Ashitey Trebi-Ollennu, Daniela Tuninetti, Ge Wang, Keith A. Wear, Andreas Weisshaar, C. Patrick Yue, Enrico Zio
Editor-in-Chief. IEEE Access 12 (2024)
Yanwei Li, Yuechen Zhang, Chengyao Wang, Zhisheng Zhong, Yixin Chen, Ruihang Chu, Shaoteng Liu, Jiaya Jia
Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models. CoRR (2024)
Xianbing Zhao, Soujanya Poria, Xuejiao Li, Yixin Chen, Buzhou Tang
Toward Robust Multimodal Learning using Multimodal Foundational Models. CoRR (2024)
Yitong Chen, Chaoqin Gan, Shibao Wu, Xiaoqi Wang, Yixin Chen
(User behavior)-based LS prediction model and anti-LS reverse-leadership strategy in the (VLC/RF)-V2X network. Comput. Networks 252 (2024)
Yixin Chen, Alan Kuhnle
Practical and Parallelizable Algorithms for Non-Monotone Submodular Maximization with Size Constraint. J. Artif. Intell. Res. 79 (2024)
Yixin Chen, David Levin, Timothy Langlois
Fluid Control with Laplacian Eigenfunctions. SIGGRAPH (Conference Paper Track) (2024)
Haibo Qiu, Baosheng Yu, Yixin Chen, Dacheng Tao
PointHR: Exploring High-Resolution Architectures for 3D Point Cloud Segmentation. CoRR (2023)
Yan Wang, Yixin Chen, Yingying Zhang, Haogang Zhu
Rethinking Disentanglement in Unsupervised Domain Adaptation for Medical Image Segmentation. EMBC (2023)
Hao Liu, Jiarui Feng, Lecheng Kong, Dacheng Tao, Yixin Chen, Muhan Zhang
Graph Contrastive Learning Meets Graph Meta Learning: A Unified Method for Few-shot Node Tasks. CoRR (2023)
Xianbing Zhao, Yixin Chen, Sicen Liu, Xuan Zang, Yang Xiang, Buzhou Tang
TMMDA: A New Token Mixup Multimodal Data Augmentation for Multimodal Sentiment Analysis. WWW (2023)
Jiarui Feng, Lecheng Kong, Hao Liu, Dacheng Tao, Fuhai Li, Muhan Zhang, Yixin Chen
Extending the Design Space of Graph Neural Networks by Rethinking Folklore Weisfeiler-Lehman. NeurIPS (2023)
Jianjun Zhang, Zhipeng Zhao, Yixin Chen, Hanqing Liu
Multi-decoder Networks for Semi-supervised Medical Image Segmentation. ICDIP (2023)
Guozheng Ma, Lu Li, Sen Zhang, Zixuan Liu, Zhen Wang, Yixin Chen, Li Shen, Xueqian Wang, Dacheng Tao
Revisiting Plasticity in Visual Reinforcement Learning: Data, Modules and Training Stages. CoRR (2023)
Chenfeng Zhao, Zehao Dong, Yixin Chen, Xuan Zhang, Roger D. Chamberlain
GNNHLS: Evaluating Graph Neural Network Inference via High-Level Synthesis. CoRR (2023)
Kexue Fu, Yixin Chen, Jiaxun Cao, Xin Tong, Ray LC
"I Am a Mirror Dweller": Probing the Unique Strategies Users Take to Communicate in the Context of Mirrors in Social Virtual Reality. CHI (2023)
Yan Wang, Jian Cheng, Yixin Chen, Shuai Shao, Lanyun Zhu, Zhenzhou Wu, Tao Liu, Haogang Zhu
FVP: Fourier Visual Prompting for Source-Free Unsupervised Domain Adaptation of Medical Image Segmentation. CoRR (2023)
Yu Shao, Ling Chen, Yixin Chen, Wei Liu, Caiyan Dai
Identifying multiple influence sources in social networks based on latent space mapping. Inf. Sci. 635 (2023)
Zhuotao Tian, Jiequan Cui, Li Jiang, Xiaojuan Qi, Xin Lai, Yixin Chen, Shu Liu, Jiaya Jia
Learning Context-aware Classifier for Semantic Segmentation. CoRR (2023)
Yixin Chen, Sai Kumar Dwivedi, Michael J. Black, Dimitrios Tzionas
Detecting Human-Object Contact in Images. CVPR (2023)
Ziyu Zhu, Xiaojian Ma, Yixin Chen, Zhidong Deng, Siyuan Huang, Qing Li
3D-VisTA: Pre-trained Transformer for 3D Vision and Text Alignment. ICCV (2023)
Yixin Chen, Shuai Zhang, Boran Han, Jiaya Jia
Lightweight In-Context Tuning for Multimodal Unified Models. CoRR (2023)
Yitong Chen, Chaoqin Gan, Xiaoqi Wang, Yixin Chen
Self-adaptive anti-misalignment model for transceivers in hybrid (RF/VLC)-V2V network. Opt. Switch. Netw. 48 (2023)
Yixin Chen, Yanke Huang, Hao Liu, Yongsheng Liu, Ting Zhang
Ultimate bearing capacity prediction method and sensitivity analysis of PBL. Eng. Appl. Artif. Intell. 123 (Part C) (2023)
Yixin Chen, Alan Kuhnle
Approximation Algorithms for Size-Constrained Non-Monotone Submodular Maximization in Deterministic Linear Time. KDD (2023)
Yixin Chen, Yan Wang
SL: Stable Learning in Source-Free Domain Adaption for Medical Image Segmentation. CoRR (2023)
Tonmoy Dey, Yixin Chen, Alan Kuhnle
DASH: A Distributed and Parallelizable Algorithm for Size-Constrained Submodular Maximization. AAAI (2023)
Titli Sarkar, Yuwu Chen, Yu Wang, Yixin Chen, Feng Chen, Camille R. Reaux, Laura E. Moore, Vijay Raghavan, Wu Xu
Introducing mirror-image discrimination capability to the TSR-based method for capturing stereo geometry and understanding hierarchical structure relationships of protein receptor family. Comput. Biol. Chem. 103 (2023)
Yan Wang, Jian Cheng, Yixin Chen, Shuai Shao, Lanyun Zhu, Zhenzhou Wu, Tao Liu, Haogang Zhu
FVP: Fourier Visual Prompting for Source-Free Unsupervised Domain Adaptation of Medical Image Segmentation. IEEE Trans. Medical Imaging 42 (12) (2023)
Hao Liu, Jiarui Feng, Lecheng Kong, Ningyue Liang, Dacheng Tao, Yixin Chen, Muhan Zhang
One for All: Towards Training One Graph Model for All Classification Tasks. CoRR (2023)
Ziyu Zhu, Xiaojian Ma, Yixin Chen, Zhidong Deng, Siyuan Huang, Qing Li
3D-VisTA: Pre-trained Transformer for 3D Vision and Text Alignment. CoRR (2023)
Lecheng Kong, Jiarui Feng, Hao Liu, Dacheng Tao, Yixin Chen, Muhan Zhang
MAG-GNN: Reinforcement Learning Boosted Graph Neural Network. CoRR (2023)
Wenjie Xuan, Shanshan Zhao, Yu Yao, Juhua Liu, Tongliang Liu, Yixin Chen, Bo Du, Dacheng Tao
PNT-Edge: Towards Robust Edge Detection with Noisy Labels by Learning Pixel-level Noise Transitions. CoRR (2023)
Zhipeng Zhao, Jianjun Zhang, Peishun Liu, Hanqing Liu, Yixin Chen, Charles Li, Xianchang Liu, Ruichun Tang
Semi-supervised 3D Medical Image Segmentation Using Transformer and CNN. ICDIP (2023)
Jiarui Feng, Lecheng Kong, Hao Liu, Dacheng Tao, Fuhai Li, Muhan Zhang, Yixin Chen
) Space by Rethinking Folklore Weisfeiler-Lehman. CoRR (2023)
Yufei Cui, Ziquan Liu, Yixin Chen, Yuchen Lu, Xinyue Yu, Xue (Steve) Liu, Tei-Wei Kuo, Miguel Rodrigues, Chun Jason Xue, Antoni B. Chan
Retrieval-Augmented Multiple Instance Learning. NeurIPS (2023)
Yixin Chen, Ourui Fu, Wenrui Shao, Zhaoheng Xie
FP-PET: Large Model, Multiple Loss And Focused Practice. CoRR (2023)
Yitong Chen, Chaoqin Gan, Shibao Wu, Xiaoqi Wang, Yixin Chen
(Vehicle's YB)-based LPB prediction model and anti-LPB (communication link)-reconstruction strategy in the (VLC/RF)-V2X network. Comput. Networks 237 (2023)
Lecheng Kong, Jiarui Feng, Hao Liu, Dacheng Tao, Yixin Chen, Muhan Zhang
MAG-GNN: Reinforcement Learning Boosted Graph Neural Network. NeurIPS (2023)
Zhuotao Tian, Jiequan Cui, Li Jiang, Xiaojuan Qi, Xin Lai, Yixin Chen, Shu Liu, Jiaya Jia
Learning Context-Aware Classifier for Semantic Segmentation. AAAI (2023)
Zehao Dong, Weidong Cao, Muhan Zhang, Dacheng Tao, Yixin Chen, Xuan Zhang
CktGNN: Circuit Graph Neural Network for Electronic Design Automation. CoRR (2023)
Chenfeng Zhao, Zehao Dong, Yixin Chen, Xuan Zhang, Roger D. Chamberlain
GNNHLS: Evaluating Graph Neural Network Inference via High-Level Synthesis. ICCD (2023)
Yixin Chen, Sai Kumar Dwivedi, Michael J. Black, Dimitrios Tzionas
Detecting Human-Object Contact in Images. CoRR (2023)
Zehao Dong, Muhan Zhang, Qihang Zhao, Philip R. O. Payne, Michael Province, Carlos Cruchaga, Tianyu Zhao, Yixin Chen, Fuhai Li
Universal Normalization Enhanced Graph Representation Learning for Gene Network Prediction. CoRR (2023)
Xiaoqi Wang, Chaoqin Gan, Shibao Wu, Yitong Chen, Yixin Chen
Traffic grooming for massive light-path blockages in D2D-enabled hybrid LiFi and WiFi networks. Opt. Switch. Netw. 50 (2023)
Yixin Chen, Wei Li, Rui Fan, Xiaopei Liu
GPU Optimization for High-Quality Kinetic Fluid Simulation. IEEE Trans. Vis. Comput. Graph. 28 (9) (2022)
Vismay Modi, Yixin Chen, Abhishek Madan, Shinjiro Sueda, David I. W. Levin
Multi-Agent Path Planning with Asymmetric Interactions In Tight Spaces. CoRR (2022)
Zan Wang, Yixin Chen, Tengyu Liu, Yixin Zhu, Wei Liang, Siyuan Huang
HUMANISE: Language-conditioned Human Motion Generation in 3D Scenes. CoRR (2022)
Yuanfeng Song, Rongzhong Lian, Yixin Chen, Di Jiang, Xuefang Zhao, Conghui Tan, Qian Xu, Raymond Chi-Wing Wong
A Platform for Deploying the TFE Ecosystem of Automatic Speech Recognition. ACM Multimedia (2022)
Qi Cheng, Yixin Chen, Yuteng Xiao, Hongsheng Yin, Weidong Liu
A dual-stage attention-based Bi-LSTM network for multivariate time series prediction. J. Supercomput. 78 (14) (2022)
Ling Chen, Yuwei Wang, Yixin Chen, Bin Li, Wei Liu
Random walk-based algorithm for distance-aware influence maximization on multiple query locations. Knowl. Based Syst. 249 (2022)
Guobing Zou, Song Yang, Shengyu Duan, Bofeng Zhang, Yanglan Gan, Yixin Chen
DeepLTSC: Long-Tail Service Classification via Integrating Category Attentive Deep Neural Network and Feature Augmentation. IEEE Trans. Netw. Serv. Manag. 19 (2) (2022)
Yan Wang, Yixin Chen, Wenjun Wang, Haogang Zhu
MSGAN: Multi-Stage Generative Adversarial Networks for Cross-Modality Domain Adaptation. EMBC (2022)
Yixin Chen, Xianbing Zhao, Buzhou Tang
Boosting lesion annotation via aggregating explicit relations in external medical knowledge graph. Artif. Intell. Medicine 132 (2022)
Yu Shao, Ling Chen, Yixin Chen, Wei Liu
Social influence source locating based on network sparsification and stratification. Expert Syst. Appl. 208 (2022)
Yixin Chen, Jinyong Chang
Identity-based proof of retrievability meets with identity-based network coding. Clust. Comput. 25 (5) (2022)
Weirong Chen, Jiaqi Zheng, Haoyu Yu, Guihai Chen, Yixin Chen, Dongsheng Li
Online Learning Bipartite Matching with Non-stationary Distributions. ACM Trans. Knowl. Discov. Data 16 (5) (2022)
Zehao Dong, Muhan Zhang, Fuhai Li, Yixin Chen
PACE: A Parallelizable Computation Encoder for Directed Acyclic Graphs. CoRR (2022)
Sandhya Tripathi, Bradley A. Fritz, Michael S. Avidan, Yixin Chen, Christopher R. King
Algorithmic Bias in Machine Learning Based Delirium Prediction. CoRR (2022)
Guobing Zou, Tengfei Li, Ming Jiang, Shengxiang Hu, Chenhong Cao, Bofeng Zhang, Yanglan Gan, Yixin Chen
DeepTSQP: Temporal-aware service QoS prediction via deep neural network and feature integration. Knowl. Based Syst. 241 (2022)
Xiaoqi Wang, Chaoqin Gan, Shibao Wu, Yitong Chen, Yixin Chen
Founding AP's IVM and related IHM for subway LiFi network. Opt. Switch. Netw. 45 (2022)
Chao Xu, Yixin Chen, He Wang, Song-Chun Zhu, Yixin Zhu, Siyuan Huang
PartAfford: Part-level Affordance Discovery from 3D Objects. CoRR (2022)
Yixin Chen, Daniel Fulford, Joseph T. McGuire
Test-retest reliability of task-based measures of voluntary persistence. CogSci (2022)
Hengyue Pan, Xin Niu, Siqi Shen, Yixin Chen, Peng Qiao, Zhen Huang, Dongsheng Li
Fixed-Size Objects Encoding for Visual Relationship Detection. Neural Process. Lett. 54 (4) (2022)
Zan Wang, Yixin Chen, Tengyu Liu, Yixin Zhu, Wei Liang, Siyuan Huang
HUMANISE: Language-conditioned Human Motion Generation in 3D Scenes. NeurIPS (2022)
Lecheng Kong, Yixin Chen, Muhan Zhang
Geodesic Graph Neural Network for Efficient Graph Representation Learning. CoRR (2022)
Zehao Dong, Yixin Chen, Philip R. O. Payne, Fuhai Li
Interpreting mechanism of Synergism of drug combinations using attention based hierarchical graph pooling. CoRR (2022)
Xianbing Zhao, Yixin Chen, Yiting Chen, Sicen Liu, Buzhou Tang
HMAI-BERT: Hierarchical Multimodal Alignment and Interaction Network-Enhanced BERT for Multimodal Sentiment Analysis. ICME (2022)
Xianbing Zhao, Yixin Chen, Wanting Li, Lei Gao, Buzhou Tang
MAG+: An Extended Multimodal Adaptation Gate for Multimodal Sentiment Analysis. ICASSP (2022)
Jiarui Feng, Yixin Chen, Fuhai Li, Anindya Sarkar, Muhan Zhang
How Powerful are K-hop Message Passing Graph Neural Networks. NeurIPS (2022)
Tonmoy Dey, Yixin Chen, Alan Kuhnle
DASH: Distributed Adaptive Sequencing Heuristic for Submodular Maximization. CoRR (2022)
Jiezhong He, Zhouyang Liu, Yixin Chen, Hengyue Pan, Zhen Huang, Dongsheng Li
FAST: A Scalable Subgraph Matching Framework over Large Graphs. HPEC (2022)
Zehao Dong, Muhan Zhang, Fuhai Li, Yixin Chen
PACE: A Parallelizable Computation Encoder for Directed Acyclic Graphs. ICML (2022)
Jiarui Feng, Yixin Chen, Fuhai Li, Anindya Sarkar, Muhan Zhang
How Powerful are K-hop Message Passing Graph Neural Networks. CoRR (2022)
Sandhya Tripathi, Bradley A. Fritz, Mohamed Abdelhack, Michael S. Avidan, Yixin Chen, Christopher R. King
Deep Learning to Jointly Schema Match, Impute, and Transform Databases. CoRR (2022)
Hangcheng Dong, Jingxiao Liao, Yang Wang, Yixin Chen, Bingguo Liu, Dong Ye, Guodong Liu
Training neural networks for solving 1-D optimal piecewise linear approximation. Neurocomputing 508 (2022)
Hao Zhou, Yixin Chen, David Troendle, Byunghyun Jang
One-Class Model for Fabric Defect Detection. CoRR (2022)
Hengyue Pan, Yixin Chen, Xin Niu, Wenbo Zhou, Dongsheng Li
Learning Convolutional Neural Networks in the Frequency Domain. CoRR (2022)
Yixin Chen, Zhuotao Tian, Pengguang Chen, Shu Liu, Jiaya Jia
SEA: Bridging the Gap Between One- and Two-stage Detector Distillation via SEmantic-aware Alignment. CoRR (2022)
Yixin Chen, Dongsheng Li, Yu Hua, Wenbo He
Effective and Efficient Content Redundancy Detection of Web Videos. IEEE Trans. Big Data 7 (1) (2021)
Silu Zhang, Xin Dang, Dao Nguyen, Dawn Wilkins, Yixin Chen
Estimating Feature-Label Dependence Using Gini Distance Statistics. IEEE Trans. Pattern Anal. Mach. Intell. 43 (6) (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yixin Chen