| 2026 | AAAI | MLLM Enriched Explainable Multiple Clustering. | Shan Zhang, Liangrui Ren, Qiaoyu Tan, Carlotta Domeniconi, Wei Du, Jun Wang, Guoxian Yu |
| 2026 | AIED | Small, Private Language Models as Teammates for Educational Assessment Design. | Chris Davis Jaldi, Anmol Saini, Shan Zhang, Noah L. Schroeder, Cogan Shimizu, Eleni Ilkou |
| 2026 | AIED | An Attitude Paradox? Examining Ability Beliefs and Persistence Intentions in a Middle School Conversational AI Learning Experience. | Xiaoyi Tian, Shan Zhang, Yukyeong Song, Tom McKlin, Kristy Elizabeth Boyer, Maya Israel |
| 2026 | AIED | Analyzing Middle School Students' Dialogue and Behaviors During Collaborative AI Chatbot Development Using Ordered Network Analysis. | Shan Zhang, Andres Felipe Zambrano, Xiaoyi Tian, Yukyeong Song, Anthony F. Botelho, Kristy Elizabeth Boyer, Maya Israel, Shiyan Jiang |
| 2026 | INFOCOM | Task Scheduling for Dispersed Computing in Satellite Networks. | Ningning Cui, Haoyuan Deng, Qingqing Niu, Qingcheng Zhu, Shan Zhang, Zhiyuan Wang, Hongbin Luo, Xiaohan Li |
| 2026 | INFOCOM | Following the Usage, Not the Request: Risk-Aware Task Scheduling with Overbooking in Edge Clouds. | Tie Ma, Shan Zhang, Xiaoyu Zhang, Zichuan Zheng, Zhiyuan Wang, Hongbin Luo |
| 2026 | INFOCOM | DIMO: Constrained Computing Power Information Dissemination with Multi-hop Task Offloading. | Wenbin Xu, Shan Zhang, Xiang Li, Tianchun Gan, Zhiyuan Wang, Hongbin Luo |
| 2026 | INFOCOM | LSTCB: Long-Short-Timescale Cooperative Batching for Energy-Efficient Edge Inference. | Zichuan Zheng, Shan Zhang, Naixin Lu, Zhiyuan Wang, Hongbin Luo |
| 2026 | LAK | Let Me Try Again: Examining Replay Behavior by Tracing Students' Latent Problem-Solving Pathways. | Shan Zhang, Siddhartha Pradhan, Ji-Eun Lee, Ashish Gurung, Anthony F. Botelho |
| 2026 | LAK | How to Assess AI Literacy: Misalignment Between Self-Reported and Objective-Based Measures. | Shan Zhang, Ruiwei Xiao, Anthony F. Botelho, Guanze Liao, Thomas K. F. Chiu, John C. Stamper, Kenneth R. Koedinger |
| 2026 | SIGCSE | Examining Students' Code Comprehension with LLMs in Block- and Text-Based Programming. | Shan Zhang, Toni V. Earle-Randell, Priyadharshini Ganapathy Prasad, Zifeng Liu, Yang Shi, Suma Bhat, Maya Israel, Anthony F. Botelho |
| 2026 | SIGCSE | Investigating High School Students' Code Comprehension and Strategy Use Across Block-Based and Text-Based Programming. | Shan Zhang, Priyadharshini Ganapathy Prasad, Toni V. Earle-Randell, Yang Shi, Suma Bhat, Maya Israel |
| 2025 | AAAI | Empowering Educators in AI: Insights from Co-Designing an AI Microcredential with and for K-12 Educators. | Nicole M. Hutchins, Shan Zhang, Joanne R. Barrett, Maya Israel |
| 2025 | AIED | VETTING AI for Deeper Learning: Constraining LLMs to Encourage Student Inquiry. | Shan Zhang, Hongming Li, Seiyon M. Lee, Noah L. Schroeder, Anthony F. Botelho |
| 2025 | AIED | How Virtual Agents Can Shape Human-Human Collaboration: A Systematic Review. | Toni V. Earle-Randell, Shan Zhang, Noah L. Schroeder, Kristy Elizabeth Boyer, Emmanuel Dorley |
| 2025 | AIED | So What? Unpacking the Complexities in Collaborative Problem Solving with AI-Augmented Sense-Making. | Seiyon M. Lee, Hongming Li, Shan Zhang, Zirui Zhong, Ji-Eun Lee, Anthony F. Botelho |
| 2025 | AIED | ProductiveMath: A Generative-AI-Powered App to Support Productive Failure Teaching. | Seyedahmad Rhaimi, Deniz Ercan, Ran Gao, Salah Esmaeiligoujar, Maryam Babaee, Hongming Li, Shan Zhang, Ben Seiyon Lee, Avery Closser, Anthony Botelho |
| 2025 | CVPR | Open-World Objectness Modeling Unifies Novel Object Detection. | Shan Zhang, Yao Ni, Jinhao Du, Yuan Xue, Philip Torr, Piotr Koniusz, Anton van den Hengel |
| 2025 | EDM | Scaffolding AI Literacy Through Student-AI Collaboration in Chatbot Development. | Shan Zhang, Anthony F. Botelho |
| 2025 | EDM | 9th Educational Data Mining in Computer Science Education (CSEDM) Workshop. | Bita Akram, Yang Shi, Peter Brusilovsky, Thomas W. Price, Ken Koedinger, Paulo Carvalho, Shan Zhang, Andrew S. Lan, Juho Leinonen |
| 2025 | ICML | Primitive Vision: Improving Diagram Understanding in MLLMs. | Shan Zhang, Aotian Chen, Yanpeng Sun, Jindong Gu, Yi-Yu Zheng, Piotr Koniusz, Kai Zou, Anton van den Hengel, Yuan Xue |
| 2025 | IJCAI | Aligning Contrastive Multiple Clusterings with User Interests. | Shan Zhang, Liangrui Ren, Jun Wang, Yanyu Xu, Carlotta Domeniconi, Guoxian Yu |
| 2025 | INFOCOM | ACBatch: Adaptive and Cooperative Batching for Edge Inference. | Ziming Yang, Zichuan Zheng, Liyou Deng, Shan Zhang, Zhiyuan Wang, Hongbin Luo |
| 2025 | ICWS | Backoff Reveals Priority: A Distributed Status-Aware Response Method for Device-Assisted Task Offloading. | Tianchun Gan, Shan Zhang, Wenbin Xu, Xiang Li, Zhiyuan Wang, Hongbin Luo |
| 2025 | PRICAI | A Quadratic Programming Framework Unifying Different Types of Visual Servoing with Obstacle Avoidance for Joint-Constrained Robots. | Weibing Li, Shan Zhang, Zeyu Ping, Zhiping Tan, Mingzhi Mao, Zilian Yi, Wenjing Ouyang, Chia-Wen Liao |
| 2025 | VTC | Adaptive UAV Swarm Networking with Reception Determined Routing. | Xiaohan Qiu, Shan Zhang, Zhiyuan Wang, Hongbin Luo |
| 2025 | SIGCSE | Engaging K-12 Students with Flow-Based Music Programming: An Experience Report on Its Impact on Teaching and Learning. | Zifeng Liu, Shan Zhang, Maya Israel, Robert Smith, Wanli Xing, Victor Minces |
| 2025 | SIGCSE | Introducing K-12 Teachers to Computer Science Education through an Online Micro-credential: An Experience Report. | Shan Zhang, Nicole M. Hutchins, Joanne R. Barrett, Anthony F. Botelho, Maya Israel |
| 2025 | SIGCSE | An LLM-Based Framework for Simulating, Classifying, and Correcting Students' Programming Knowledge with the SOLO Taxonomy. | Shan Zhang, Pragati Shuddhodhan Meshram, Priyadharshini Ganapathy Prasad, Maya Israel, Suma Bhat |
| 2024 | AAAI | Semantic-Aware Autoregressive Image Modeling for Visual Representation Learning. | Kaiyou Song, Shan Zhang, Tong Wang |
| 2024 | COLING | KCL: Few-shot Named Entity Recognition with Knowledge Graph and Contrastive Learning. | Shan Zhang, Bin Cao, Jing Fan |
| 2024 | CVPR | VRP-SAM: SAM with Visual Reference Prompt. | Yanpeng Sun, Jiahui Chen, Shan Zhang, Xinyu Zhang, Qiang Chen, Gang Zhang, Errui Ding, Jingdong Wang, Zechao Li |
| 2024 | EDM | Math in Motion: Analyzing Real-Time Student Collaboration in Computer-Supported Learning Environments. | Hongming Li, Shan Zhang, Ben Seiyon Lee, Ji-Eun Lee, Zirui Zhong, Erik Weitnauer, Anthony F. Botelho |
| 2024 | EDM | Investigating the Dynamic Change of Pre- and In-service Teachers' Experiences, Attitudes, and Perceptions through CS Autobiography Using Topic Modeling. | Shan Zhang, Hai Li, Hongming Li, Anthony F. Botelho, Maya Israel |
| 2024 | GLOBECOM | Non-Stationary QoE-Driven Online Transmission Strategy for Tile-Based 360 Degree Video. | Chang Feng, Shan Zhang, Zhiyuan Wang, Binbin Hu, Hongbin Luo |
| 2024 | GLOBECOM | Bidirectional Buffer-Constrained Bitrate Adaptation for Layered 360-degree Video Streaming. | Binbin Hu, Shan Zhang, Chang Feng, Zhiyuan Wang, Hongbin Luo, Xiao Ma |
| 2024 | GLOBECOM | Adaptive Inter-Domain Content Retrieval in Satellite-Terrestrial Integrated Networks. | Lixin Zeng, Zhiyuan Wang, Shan Zhang, Qingkai Meng, Hongbin Luo |
| 2024 | ICCE | Predicting and Analyzing Students' Higher-Order Questions in Collaborative Problem-Solving. | Shan Zhang, Toni V. Earle-Randell, Qian Shen, Anthony F. Botelho, Maya Israel, Kristy Elizabeth Boyer, Collin F. Lynch, Eric N. Wiebe |
| 2024 | INFOCOM | BCC: Re-architecting Congestion Control in DCNs. | Qingkai Meng, Shan Zhang, Zhiyuan Wang, Tao Tong, Chaolei Hu, Hongbin Luo, Fengyuan Ren |
| 2024 | WCNC | Load-Aware Hierarchical Information-Centric Routing for Large-Scale LEO Satellite Networks. | Fei Yan, Zhiyuan Wang, Shan Zhang, Qingkai Meng, Hongbin Luo |
| 2024 | WACV | Semantic Transfer from Head to Tail: Enlarging Tail Margin for Long-Tailed Visual Recognition. | Shan Zhang, Yao Ni, Jinhao Du, Yanxia Liu, Piotr Koniusz |
| 2024 | WiOpt | How to Route CUBIC and BBR Packets in Space. | Shuo Huang, Zhiyuan Wang, Wenhao Lu, Kai Shen, Jiayi Zhang, Shan Zhang, Hongbin Luo |
| 2023 | ACL | Task-adaptive Label Dependency Transfer for Few-shot Named Entity Recognition. | Shan Zhang, Bin Cao, Tianming Zhang, Yuqi Liu, Jing Fan |
| 2023 | ACSSC | Teacher-Student Knowledge Distillation for Radar Perception on Embedded Accelerators. | Steven Shaw, Kanishka Tyagi, Shan Zhang |
| 2023 | CVPR | Multi-Mode Online Knowledge Distillation for Self-Supervised Visual Representation Learning. | Kaiyou Song, Jin Xie, Shan Zhang, Zimeng Luo |
| 2023 | ICASSP | Machine Learning Based Early Debris Detection Using Automotive Low Level Radar Data. | Kanishka Tyagi, Shan Zhang, Yihang Zhang, John L. Kirkwood, Sanling Song, Narbik Manukian |
| 2023 | ICCV | Group DETR: Fast DETR Training with Group-Wise One-to-Many Assignment. | Qiang Chen, Xiaokang Chen, Jian Wang, Shan Zhang, Kun Yao, Haocheng Feng, Junyu Han, Errui Ding, Gang Zeng, Jingdong Wang |
| 2023 | ICCV | σ-Adaptive Decoupled Prototype for Few-Shot Object Detection. | Jinhao Du, Shan Zhang, Qiang Chen, Haifeng Le, Yanpeng Sun, Yao Ni, Jian Wang, Bin He, Jingdong Wang |
| 2023 | ICCV | Semantics-Consistent Feature Search for Self-Supervised Visual Representation Learning. | Kaiyou Song, Shan Zhang, Zimeng Luo, Tong Wang, Jin Xie |
| 2023 | INFOCOM | The Power of Age-based Reward in Fresh Information Acquisition. | Zhiyuan Wang, Qingkai Meng, Shan Zhang, Hongbin Luo |
| 2023 | Interact | AdaptReview: Towards Effective Video Review Using Text Summaries and Concept Maps. | Shan Zhang, Yang Chen, Nuwan Janaka, Chloe Haigh, Shengdong Zhao, Wei Tsang Ooi |
| 2023 | ICWS | Towards Timely Edge-assisted Video Analytics Services. | Xishuo Li, Shan Zhang, Yuejiao Huang, Xiao Ma, Zhiyuan Wang, Hongbin Luo |
| 2023 | MMM | An Occlusion Model for Spectral Analysis of Light Field Signal. | Weiyan Chen, Changjian Zhu, Shan Zhang, Sen Xiang |
| 2023 | WiOpt | Optimizing Link-Identified Forwarding Framework in LEO Satellite Networks. | Hefan Zhang, Zhiyuan Wang, Shan Zhang, Qingkai Meng, Hongbin Luo |
| 2022 | CHI | Paracentral and near-peripheral visualizations: Towards attention-maintaining secondary information presentation on OHMDs during in-person social interactions. | Nuwan Janaka, Chloe Haigh, Hyeongcheol Kim, Shan Zhang, Shengdong Zhao |
| 2022 | CVPR | Kernelized Few-shot Object Detection with Efficient Integral Aggregation. | Shan Zhang, Lei Wang, Naila Murray, Piotr Koniusz |
| 2022 | ECCV | Time-rEversed DiffusioN tEnsor Transformer: A New TENET of Few-Shot Object Detection. | Shan Zhang, Naila Murray, Lei Wang, Piotr Koniusz |
| 2022 | ICDE | Platform-Oriented Event Time Allocation(Extended Abstract). | Heli Sun, Ning Wang, Jingyu Jia, Jianbin Huang, Hui Xiong, Liang He, Xinwang Liu, Shan Zhang, Shaojie Qiao, Jizhong Zhao |
| 2022 | IJCAI | CATrans: Context and Affinity Transformer for Few-Shot Segmentation. | Shan Zhang, Tianyi Wu, Sitong Wu, Guodong Guo |
| 2022 | MMSP | A Spectral Analysis of Light Field Signal for Plenoptic Sampling and Rendering. | Shan Zhang, Weiyan Chen, Changjian Zhu |
| 2022 | WCNC | On the Age of Multipath-based Real-time Video Analytics. | Xishuo Li, Yuejiao Huang, Shan Zhang, Hongbin Luo, Zhiyuan Wang |
| 2021 | MMSP | Piecewise Segmentation Occlusion Model for Image-Based Plenoptic Spectral Analysis. | Weiyan Chen, Changjian Zhu, Shan Zhang |
| 2021 | QRS | Study On The Connection Rate Of LEO Communication Satellite. | Shan Zhang, Zhao Chen, Wendi Sun, Xiaolu Xiao, Yi Ke |
| 2020 | ACCV | Few-Shot Object Detection by Second-Order Pooling. | Shan Zhang, Dawei Luo, Lei Wang, Piotr Koniusz |
| 2020 | INFOCOM | Cooperative Service Caching and Workload Scheduling in Mobile Edge Computing. | Xiao Ma, Ao Zhou, Shan Zhang, Shangguang Wang |
| 2019 | ACSSC | Distributed Sequential Hypothesis Testing with Dependent Sensor Observations. | Shan Zhang, Prashant Khanduri, Pramod K. Varshney |
| 2019 | FUSION | Fusion of Deep Neural Networks for Activity Recognition: A Regular Vine Copula Based Approach. | Shan Zhang, Baocheng Geng, Pramod K. Varshney, Muralidhar Rangaswamy |
| 2019 | GLOBECOM | Service Function Chain Planning with Resource Balancing in Space-Air-Ground Integrated Networks. | Guangchao Wang, Sheng Zhou, Zhisheng Niu, Shan Zhang, Xuemin Shen |
| 2019 | GLOBECOM | Age of Information and Delay Tradeoff with Freshness-Aware Mobile Edge Cache Update. | Shan Zhang, Liudi Wang, Hongbin Luo, Xiao Ma, Sheng Zhou |
| 2019 | Interact | ScaffoMapping: Assisting Concept Mapping for Video Learners. | Shan Zhang, Xiaojun Meng, Can Liu, Shengdong Zhao, Vibhor Sehgal, Morten Fjeld |
| 2018 | FUSION | A Parallel Platform for Fusion of Heterogeneous Stream Data. | Shan Zhang, Jielong Xu, Sora Choi, Jian Tang, Pramod K. Varshney, Zhenhua Chen |
| 2018 | GLOBECOM | Reinforcement Learning Policy for Adaptive Edge Caching in Heterogeneous Vehicular Network. | Jiayin Chen, Wenchao Xu, Nan Cheng, Huaqing Wu, Shan Zhang, Xuemin Sherman Shen |
| 2018 | GLOBECOM | Reinforcement Learning Based Computation Migration for Vehicular Cloud Computing. | Fei Sun, Nan Cheng, Shan Zhang, Haibo Zhou, Lin Gui, Xuemin Shen |
| 2018 | Group | Danmaku vs. Forum Comments: Understanding User Participation and Knowledge Sharing in Online Videos. | Qunfang Wu, Yisi Sang, Shan Zhang, Yun Huang |
| 2017 | GLOBECOM | Cost-Efficient Resource Provisioning in Cloud Assisted Mobile Edge Computing. | Xiao Ma, Shan Zhang, Peng Yang, Ning Zhang, Chuang Lin, Xuemin Shen |
| 2017 | GLOBECOM | Joint Scheduling of Observation and Transmission in Earth Observation Satellite Networks. | Yu Wang, Min Sheng, Weihua Zhuang, Shan Zhang, Ning Zhang, Jiandong Li |
| 2017 | GLOBECOM | Dynamic Mobile Edge Caching with Location Differentiation. | Peng Yang, Ning Zhang, Shan Zhang, Li Yu, Junshan Zhang, Xuemin Shen |
| 2017 | GLOBECOM | Traffic Steering Assisted Mobile Edge Caching: Exploiting Spatial Content Diversity Gain. | Shan Zhang, Peter He, Katsuya Suto, Peng Yang, Lian Zhao, Xuemin Shen |
| 2017 | GLOBECOM | Incentive Mechanism for Cached-Enabled Small Cell Sharing: A Stackelberg Game Approach. | Kaichuan Zhao, Shan Zhang, Ning Zhang, Yuezhi Zhou, Yaoxue Zhang, Xuemin Shen |
| 2017 | ICASSP | On classification of environmental acoustic data using crowds. | Shan Zhang, Aditya Vempaty, Susan E. Parks, Pramod K. Varshney |
| 2017 | IWQoS | Cost-efficient workload scheduling in Cloud Assisted Mobile Edge Computing. | Xiao Ma, Shan Zhang, Wenzhuo Li, Puheng Zhang, Chuang Lin, Xuemin Shen |
| 2015 | GLOBECOM | Spatial Traffic Shaping in Heterogeneous Cellular Networks with Energy Harvesting. | Shan Zhang, Sheng Zhou, Jie Gong, Zhisheng Niu, Ning Zhang, Xuemin Shen |
| 2014 | ACSSC | Traffic aware offloading for BS sleeping in heterogeneous networks. | Shan Zhang, Sheng Zhou, Zhisheng Niu |
| 2014 | GLOBECOM | Energy-optimal probabilistic base station sleeping under a separation network architecture. | Shan Zhang, Jian Wu, Jie Gong, Sheng Zhou, Zhisheng Niu |
| 2014 | ICNC | GIS geoprocessing services search based on breadth-first reverse share pruning AND/OR tree algorithm. | Shan Zhang, Fengxia Wang |
| 2013 | APCC | Joint optimization of frequency allocation and user association with differentiated service in hyper-cellular networks. | Shan Zhang, Sheng Zhou, Zhisheng Niu |
| 2009 | COMPSAC | An Algorithm for Mining Frequent Items on Data Stream Using Fading Factor. | Ling Chen, Shan Zhang, Li Tu |