| 2026 | AAAI | Balancing Scaffolding and Autonomy: A Case Study in Designing a Scalable Undergraduate Machine Learning Research Course. | Xinyue Chen, Sharon Jessica, Xu Wang, Sindhu Kutty |
| 2026 | CHI | From Conversation to Human-AI Common Ground: Extracting Cognitive Workflows for Reuse in Sense-making Tasks. | Xinyue Chen, Varun Manjunatha, Xu Wang, Alexa F. Siu |
| 2026 | PacificVis | B-Map: Revealing Media Bias in News Articles with a Map Metaphor. | Xinyue Chen, Shuai Chen, Xiaoru Yuan |
| 2025 | AAAI | Enhancing Generalized Few-Shot Semantic Segmentation via Effective Knowledge Transfer. | Xinyue Chen, Miaojing Shi, Zijian Zhou, Lianghua He, Sophia Tsoka |
| 2025 | CHI | Are We On Track? AI-Assisted Active and Passive Goal Reflection During Meetings. | Xinyue Chen, Lev Tankelevitch, Rishi Vanukuru, Ava Elizabeth Scott, Payod Panda, Sean Rintel |
| 2025 | CHI | LADICA: A Large Shared Display Interface for Generative AI Cognitive Assistance in Co-located Team Collaboration. | Zheng Zhang, Weirui Peng, Xinyue Chen, Luke Cao, Toby Jia-Jun Li |
| 2025 | CVPR | VSNet: Focusing on the Linguistic Characteristics of Sign Language. | Yuhao Li, Xinyue Chen, Hongkai Li, Xiaorong Pu, Peng Jin, Yazhou Ren |
| 2025 | ICCV | A Unified Framework to BRIDGE Complete and Incomplete Deep Multi-View Clustering Under Non-IID Missing Patterns. | Xiaorui Jiang, Buyun He, Peng Yuan Zhou, Xinyue Chen, Jingcai Guo, Jie Xu, Yong Liao |
| 2025 | ICML | An Effective and Secure Federated Multi-View Clustering Method with Information-Theoretic Perspective. | Xinyue Chen, Jinfeng Peng, Yuhao Li, Xiaorong Pu, Yang Yang, Yazhou Ren |
| 2025 | NAACL | An Efficient Context-Dependent Memory Framework for LLM-Centric Agents. | Pengyu Gao, Jinming Zhao, Xinyue Chen, Yilin Long |
| 2025 | SMC | Feature Selection Method Based on Enhanced Fata Morgana Algorithm with Collaborative Search. | Guodao Zhang, Xin Li, Yupeng Li, Xiaotian Pan, Luning Lin, Xinyue Chen |
| 2024 | AAAI | Adaptive Feature Imputation with Latent Graph for Deep Incomplete Multi-View Clustering. | Jingyu Pu, Chenhang Cui, Xinyue Chen, Yazhou Ren, Xiaorong Pu, Zhifeng Hao, Philip S. Yu, Lifang He |
| 2024 | CHI | Looking Together ≠ Seeing the Same Thing: Understanding Surgeons' Visual Needs During Intra-operative Coordination and Instruction. | Vitaliy Popov, Xinyue Chen, Jingying Wang, Michael Kemp, Gurjit Sandhu, Taylor Kantor, Natalie Mateju, Xu Wang |
| 2024 | ICML | Revisiting the Role of Language Priors in Vision-Language Models. | Zhiqiu Lin, Xinyue Chen, Deepak Pathak, Pengchuan Zhang, Deva Ramanan |
| 2024 | IJCAI | Dynamic Weighted Graph Fusion for Deep Multi-View Clustering. | Yazhou Ren, Jingyu Pu, Chenhang Cui, Yan Zheng, Xinyue Chen, Xiaorong Pu, Lifang He |
| 2024 | WWW | Author Name Disambiguation via Paper Association Refinement and Compositional Contrastive Embedding. | Dezhi Liu, Richong Zhang, Junfan Chen, Xinyue Chen |
| 2023 | ACL | Hybrid Transducer and Attention based Encoder-Decoder Modeling for Speech-to-Text Tasks. | Yun Tang, Anna Y. Sun, Hirofumi Inaguma, Xinyue Chen, Ning Dong, Xutai Ma, Paden Tomasello, Juan Pino |
| 2022 | AIED | Scaling Mixed-Methods Formative Assessments (mixFA) in Classrooms: A Clustering Pipeline to Identify Student Knowledge. | Xinyue Chen, Xu Wang |
| 2022 | CHI | Towards Supporting Intraoperative Coordination and Entrustment in Surgical Faculty-Resident Dyads: Looking Together ≠ Seeing the Same Thing. | Vitaliy Popov, Xinyue Chen, Michael Kemp, Gurjit Sandhu, Taylor Kantor, Natalie Mateju, Xu Wang |
| 2021 | ICASSP | An Adaptive Multi-Scale and Multi-Level Features Fusion Network with Perceptual Loss for Change Detection. | Jialang Xu, Yang Luo, Xinyue Chen, Chunbo Luo |
| 2021 | ICLR | Randomized Ensembled Double Q-Learning: Learning Fast Without a Model. | Xinyue Chen, Che Wang, Zijian Zhou, Keith W. Ross |
| 2021 | IDEAL | SOMiMS - Topographic Mapping in the Model Space. | Xinyue Chen, Yuan Shen, Eder Zavala, Krasimira Tsaneva-Atanasova, Thomas Upton, Georgina Russell, Peter Tino |
| 2021 | VTC | Multi-Frequency Wireless Channel Measurements and Characteristics Analysis in Indoor Corridor Scenarios. | Zihao Zhou, Li Zhang, Xinyue Chen, Cheng-Xiang Wang, Jie Huang |
| 2020 | EMNLP | Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering. | Yanlin Feng, Xinyue Chen, Bill Yuchen Lin, Peifeng Wang, Jun Yan, Xiang Ren |
| 2020 | SIGMOD | Testing query execution engines with mutations. | Xinyue Chen, Chenglong Wang, Alvin Cheung |
| 2019 | EMNLP | KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning. | Bill Yuchen Lin, Xinyue Chen, Jamin Chen, Xiang Ren |