| 2026 | ACL | ARC: Active and Reflection-driven Context Management for Long-Horizon Information Seeking Agents. | Yilun Yao, Shan Huang, Elsie Dai, Zhewen Tan, Zhenyu Duan, Shousheng Jia, Yanbing Jiang, Tong Yang |
| 2026 | DSN | In-Depth Exploration of Differentially Private Quantization for Privacy-Preserving and Communication-Efficient Federated Learning. | Shan Huang, Zhijing Ye, Jiamin Wang, Zhaorui Zhang, Jie Fu, Wendy Hui Wang, Sheng Di, Xiaodong Yu |
| 2026 | ICDCS | Noise-Calibrated Lossy Compression for Privacy Leakage Reduction in Federated Learning. | Shan Huang, Zhijing Ye, Zhaorui Zhang, Sheng Di, Jiamin Wang, Wendy Hui Wang, Xiaodong Yu |
| 2026 | SIGCSE | A Classroom-Based Study of CyberGuardian: An Educational Game for Learning Cryptographic Primitives. | Shan Huang, Geoffrey L. Herman, Alan T. Sherman |
| 2025 | ACL | Pun2Pun: Benchmarking LLMs on Textual-Visual Chinese-English Pun Translation via Pragmatics Model and Linguistic Reasoning. | Yiran Rex Ma, Shan Huang, Yuting Xu, Ziyu Zhou, Yuanxi Wei |
| 2025 | APWEB | Knowledge Graph and Hypergraph Enabled Semantic Modeling for Dual-Intent Recommendation. | Xianji Cui, Jinhua Zhang, Yan Lan, Shan Huang |
| 2025 | APWEB | CPGCN: Evolutionary Relationship Mining Framework for Ethnic Costume Elements. | Shan Huang, Yanuo Li, Siheng Wu, Xiaodong Duan, Ruibo Li |
| 2025 | ASPDAC | ViDA: Video Diffusion Transformer Acceleration with Differential Approximation and Adaptive Dataflow. | Li Ding, Jun Liu, Shan Huang, Guohao Dai |
| 2025 | ASPDAC | LLSM: LLM-enhanced Logic Synthesis Model with EDA-guided CoT Prompting, Hybrid Embedding and AIG-tailored Acceleration. | Shan Huang, Jinhao Li, Zhen Yu, Jiancai Ye, Jiaming Xu, Ningyi Xu, Guohao Dai |
| 2025 | CIKM | Distributed Computation of | Xinchao Hu, Yuan Li, Feng Guo, Shan Huang, Guoli Yang, Yuhai Zhao |
| 2025 | CIKM | CS-Agent: LLM-based Community Search via Dual-agent Collaboration. | Jiahao Hua, Long Yuan, Qingshuai Feng, Qiang Fan, Shan Huang |
| 2025 | DAC | Speculative Decoding for Verilog: Speed and Quality, All in One. | Changran Xu, Yi Liu, Yunhao Zhou, Shan Huang, Ningyi Xu, Qiang Xu |
| 2025 | DATE | DyLGNN: Efficient LM-GNN Fine-Tuning with Dynamic Node Partitioning, Low-Degree Sparsity, and Asynchronous Sub-Batch. | Zhen Yu, Jinhao Li, Jiaming Xu, Shan Huang, Jiancai Ye, Ningyi Xu, Guohao Dai |
| 2025 | ICCV | From Easy to Hard: The MIR Benchmark for Progressive Interleaved Multi-Image Reasoning. | Hang Du, Jiayang Zhang, Guoshun Nan, Wendi Deng, Zhenyan Chen, Chenyang Zhang, Xiao Wang, Shan Huang, Yuqi Pan, Tao Qi, Sicong Leng |
| 2025 | ICLR | DeepGate4: Efficient and Effective Representation Learning for Circuit Design at Scale. | Ziyang Zheng, Shan Huang, Jianyuan Zhong, Zhengyuan Shi, Guohao Dai, Ningyi Xu, Qiang Xu |
| 2025 | ICPADS | VRKG-EPCL: Edge Pruning and Contrastive Learning Driven Recommendation via Virtual Relation Knowledge Graph. | Xianji Cui, Jinhua Zhang, Xiaojing Zhang, Yan Lan, Shan Huang |
| 2025 | ICPADS | DW-FL-CBBA: A Federated Learning Framework with Hybrid Detection Methods for Android Malware Recognition. | Shan Huang, Ruihong Liu, Xingxing Liu, Jingjie Li, Xiaodong Duan |
| 2025 | ICPADS | Towards Resilient AIoT-Enabled Disaster Response: A Cloud-Edge-End Semantic Communication Framework. | Chenlang Jin, Tianle Mai, Shan Huang, Xiaoxu Ren, Fu Wang, Xiang Xiao |
| 2025 | IJCNN | Multimodal Data Augmentation for Dynamic Fusion. | Haining Li, Shan Huang, Changqing Zhang |
| 2025 | IROS | DriveGen: Towards Infinite Diverse Traffic Scenarios with Large Models. | Shenyu Zhang, Jiaguo Tian, Zhengbang Zhu, Shan Huang, Jucheng Yang, Weinan Zhang |
| 2025 | ITiCSE | MeetingMayhem: A Web-Based Educational Game Focused on Adversarial Thinking. | Shan Huang, Geoffrey L. Herman, Marc Olano, Linda Oliva, Alan T. Sherman |
| 2025 | ITiCSE | CyberGuardian: A Role-Playing Educational Game for Learning Cryptographic Primitives in Authentic Cybersecurity Scenarios. | Shan Huang, Geoffrey L. Herman, Alan T. Sherman |
| 2025 | NAACL | Stephanie: Step-by-Step Dialogues for Mimicking Human Interactions in Social Conversations. | Hao Yang, Hongyuan Lu, Xinhua Zeng, Yang Liu, Xiang Zhang, Haoran Yang, Yumeng Zhang, Shan Huang, Yiran Wei, Wai Lam |
| 2025 | USENIX | Optimizing Input Minimization in Kernel Fuzzing. | Hui Guo, Hao Sun, Shan Huang, Ting Su, Geguang Pu, Shaohua Li |
| 2024 | AAAI | Contrastive Credibility Propagation for Reliable Semi-supervised Learning. | Brody Kutt, Pralay Ramteke, Xavier Mignot, Pamela Toman, Nandini Ramanan, Sujit Rokka Chhetri, Shan Huang, Min Du, William Hewlett |
| 2024 | ACSAC | Sidecar: Leveraging Debugging Extensions in Commodity Processors to Secure Software. | Konstantinos Kleftogiorgos, Patrick Zielinski, Shan Huang, Jun Xu, Georgios Portokalidis |
| 2024 | ICCAD | MARCA: Mamba Accelerator with Reconfigurable Architecture. | Jinhao Li, Shan Huang, Jiaming Xu, Jun Liu, Li Ding, Ningyi Xu, Guohao Dai |
| 2024 | ICCAD | Fast and Efficient 2-bit LLM Inference on GPU: 2/4/16-bit in a Weight Matrix with Asynchronous Dequantization. | Jinhao Li, Jiaming Xu, Shiyao Li, Shan Huang, Jun Liu, Yaoxiu Lian, Guohao Dai |
| 2024 | ICS | AutoSched: An Adaptive Self-configured Framework for Scheduling Deep Learning Training Workloads. | Wei Gao, Xu Zhang, Shan Huang, Shangwei Guo, Peng Sun, Yonggang Wen, Tianwei Zhang |
| 2024 | ITiCSE | A User Experience Study of MeetingMayhem: A Web-Based Game to Teach Adversarial Thinking. | Shan Huang, Jiwoo Lee, Chenyan Zhao, Geoffrey L. Herman, Marc Olano, Linda Oliva, Alan T. Sherman |
| 2024 | SIGCSE | Exploring Computing Students' Sense of Belonging Before and After a Collaborative Learning Course. | Morgan M. Fong, Shan Huang, Abdussalam Alawini, Mariana Silva, Geoffrey L. Herman |
| 2023 | ACL | TencentPretrain: A Scalable and Flexible Toolkit for Pre-training Models of Different Modalities. | Zhe Zhao, Yudong Li, Cheng Hou, Jing Zhao, Rong Tian, Weijie Liu, Yiren Chen, Ningyuan Sun, Haoyan Liu, Weiquan Mao, Han Guo, Weigang Guo, Taiqiang Wu, Tao Zhu, Wenhang Shi, Chen Chen, Shan Huang, Sihong Chen, Liqun Liu, Feifei Li, Xiaoshuai Chen, Xingwu Sun, Zhanhui Kang, Xiaoyong Du, Linlin Shen, Kimmo Yan |
| 2023 | ICA3PP | EQFF: An Efficient Query Method Using Feature Fingerprints. | Xiaolei Zhou, Yuelin Hua, Shan Huang, Qiang Fan, Hao Yan, Shuai Wang |
| 2023 | ICDM | Analyzing Hierarchical Organizational Structure Change: Strategic Planning Model from Personnel Perspective. | Shan Huang, Tao Wang, Zhongshan Zhang, Lei He |
| 2023 | ICPRAM | OCR Text Sorting Based on Multimodal and Graph Neural Network for Rich Text Image. | Zhiyuan Zhao, Shan Huang, Yong Liu |
| 2023 | Interspeech | A Novel Interpretable and Generalizable Re-synchronization Model for Cued Speech based on a Multi-Cuer Corpus. | Lufei Gao, Shan Huang, Li Liu |
| 2023 | IWCMC | Stackelberg Game-Based Offloading Strategy for Digital Twin in Internet of Vehicles. | Weibo Qin, Chao Zhang, Haipeng Yao, Tianle Mai, Shan Huang, Dong Guo, Ran Gao |
| 2023 | IWDW | Privacy-Preserving Image Scaling Using Bicubic Interpolation and Homomorphic Encryption. | Donger Mo, Peijia Zheng, Yufei Zhou, Jingyi Chen, Shan Huang, Weiqi Luo, Wei Lu, Chunfang Yang |
| 2023 | WWW | Federated Learning for Metaverse: A Survey. | Yao Chen, Shan Huang, Wensheng Gan, Gengsen Huang, Yongdong Wu |
| 2023 | SIGCSE | Psychometric Evaluation of the Cybersecurity Curriculum Assessment. | Geoffrey L. Herman, Shan Huang, Peter A. H. Peterson, Linda Oliva, Enis Golaszewski, Alan T. Sherman |
| 2022 | ICPP | DC4: Reconstructing Data-Credit-Coupled Congestion Control for Data Centers. | Shan Huang, Dezun Dong, Lingbin Zeng, Zejia Zhou, Yukun Zhou, Xiangke Liao |
| 2022 | ICPR | ICPR 2022 Challenge on Multi-Modal Subtitle Recognition. | Shan Huang, Shen Huang, Li Lu, Pengfei Hu, Lijuan Wang, Xiang Wang, Jian Kang, Weida Liang, Lianwen Jin, Yuliang Liu, Yaqiang Wu, Yong Liu |
| 2022 | NDSS | Building Embedded Systems Like It's 1996. | Ruotong Yu, Francesca Del Nin, Yuchen Zhang, Shan Huang, Pallavi Kaliyar, Sarah Zakto, Mauro Conti, Georgios Portokalidis, Jun Xu |
| 2022 | NDSS | MobFuzz: Adaptive Multi-objective Optimization in Gray-box Fuzzing. | Gen Zhang, Pengfei Wang, Tai Yue, Xiangdong Kong, Shan Huang, Xu Zhou, Kai Lu |
| 2021 | CVPR | DeepLM: Large-Scale Nonlinear Least Squares on Deep Learning Frameworks Using Stochastic Domain Decomposition. | Jingwei Huang, Shan Huang, Mingwei Sun |
| 2021 | ICCCN | Breaking One-RTT Barrier: Ultra-Precise and Efficient Congestion Control in Datacenter Networks. | Guoyuan Yuan, Renjie Zhou, Dezun Dong, Shan Huang |
| 2021 | ISPA | FastTune: Timely and Precise Congestion Control in Data Center Network. | Renjie Zhou, Dezun Dong, Shan Huang, Yang Bai |
| 2021 | NPC | Taming Congestion and Latency in Low-Diameter High-Performance Datacenters. | Renjie Zhou, Dezun Dong, Shan Huang, Zejia Zhou, Yang Bai |
| 2020 | CLUSTER | SSP: Speeding up Small Flows for Proactive Transport in Datacenters. | Yang Bai, Dezun Dong, Shan Huang, Zejia Zhou, Xiangke Liao |
| 2020 | HPCC | Converging Credit-based and Reactive Datacenter Transport using ECN and RTT. | Dinghuang Hu, Yang Bai, Dezun Dong, Shan Huang, Xiangke Liao |
| 2020 | ICPADS | FastCredit: Expediting Credit-based Proactive Transports in Datacenters. | Dezun Dong, Shan Huang, Zejia Zhou, Wenxiang Yang, Hanyi Shi |
| 2020 | ISPA | APCC: Agile and Precise Congestion Control in Datacenters. | Renjie Zhou, Guoyuan Yuan, Dezun Dong, Shan Huang |
| 2020 | NPC | CCRP: Converging Credit-Based and Reactive Protocols in Datacenters. | Yang Bai, Dinghuang Hu, Dezun Dong, Shan Huang, Xiangke Liao |
| 2019 | ICDAR | Text Siamese Network for Video Textual Keyframe Detection. | Hao Song, Hongzhen Wang, Shan Huang, Pei Xu, Shen Huang, Qi Ju |
| 2019 | ICDAR | A Multi-oriented Chinese Keyword Spotter Guided by Text Line Detection. | Pei Xu, Shan Huang, Hongzhen Wang, Hao Song, Shen Huang, Qi Ju |
| 2019 | ICPADS | EC4: ECN and Credit-Reservation Converged Congestion Control. | Zihao Wei, Dezun Dong, Shan Huang, Liquan Xiao |
| 2019 | ICPP | Network Congestion Avoidance through Packet-chaining Reservation. | Ke Wu, Dezun Dong, Cunlu Li, Shan Huang, Yi Dai |
| 2019 | ICPP | Tessellating Star Stencils. | Liang Yuan, Shan Huang, Yunquan Zhang, Hang Cao |
| 2019 | Interspeech | Multimedia Simultaneous Translation System for Minority Language Communication with Mandarin. | Shen Huang, Bojie Hu, Shan Huang, Pengfei Hu, Jian Kang, Zhiqiang Lv, Jinghao Yan, Qi Ju, Shiyin Kang, Deyi Tuo, Guangzhi Li, Nurmemet Yolwas |
| 2019 | ISPA | Measuring the Coexistence Competitiveness of ECN- or RTT-Based ExpressPass and TCP in Data Centers. | Zihao Wei, Dezun Dong, Shan Huang, Liquan Xiao |
| 2019 | ISPA | ExpressPass++: Credit-Effecient Congestion Control for Data Centers. | Zejia Zhou, Dezun Dong, Shan Huang, Zihao Wei |
| 2019 | MICCAI | Multi-template Based Auto-Weighted Adaptive Structural Learning for ASD Diagnosis. | Fanglin Huang, Peng Yang, Shan Huang, Le Ou-Yang, Tianfu Wang, Baiying Lei |
| 2019 | SIGCOMM | HyFabric: Minimizing FCT in Optical and Electrical Hybrid Data Center Networks. | Jinzhen Bao, Dezun Dong, Baokang Zhao, Shan Huang |
| 2019 | SIGCOMM | ExpressPass+: ECN-friendly Credit Reservation Congestion Control for Datacenters. | Zihao Wei, Dezun Dong, Shan Huang, Liquan Xiao |
| 2018 | CIS | A Novel Hybrid Active Contour Model for Medical Image Segmentation Driven by Legendre Polynomials. | Bo Chen, Shan Huang, Wensheng Chen, Zhengrong Liang |
| 2017 | ICIS | Does Monetary Incentive Lead to Better Stock Recommendations on Social Media? | Hailiang Chen, Jeffrey Hu, Shan Huang |
| 2017 | WWW | Exploring HTTP Header Manipulation In-The-Wild. | Gareth Tyson, Shan Huang, Flix Cuadrado, Ignacio Castro, Vasile Claudiu Perta, Arjuna Sathiaseelan, Steve Uhlig |
| 2017 | SC | Tessellating stencils. | Liang Yuan, Yunquan Zhang, Peng Guo, Shan Huang |
| 2016 | ICIS | Social Influence in Public and Private Behaviors. | Shan Huang |
| 2015 | HCI | Capturing Older People's Cognitive Capability Data for Design. | Shan Huang, Hua Dong |
| 2015 | IPCCC | An ASIP based physical layer virtualization method of centralized radio access network. | Fang Xiao, Yiqing Zhou, Shan Huang, Jiangnan Lin, Lin Liu |
| 2014 | HCI | Understanding Independent Living Requirements: A Study of Shanghai Seniors. | Shan Huang, Hua Dong |
| 2014 | ICDM | R-HBase: A Multi-dimensional Indexing Framework for Cloud Computing Environment. | Shan Huang, Botao Wang, Jingyang Zhu, Guoren Wang, Ge Yu |
| 2012 | DASFAA | ComMapReduce: An Improvement of MapReduce with Lightweight Communication Mechanisms. | LinLin Ding, Junchang Xin, Guoren Wang, Shan Huang |
| 2011 | ICIS | The Role of Product Recommendation Agents in Collaborative Online Shopping. | Shan Huang, Izak Benbasat, Andrew Burton-Jones |
| 2003 | ICASSP | DBN based multi-stream models for speech. | Yimin Zhang, Qian Diao, Shan Huang, Wei Hu, Chris D. Bartels, Jeff A. Bilmes |
| 2003 | Interspeech | An efficient viterbi algorithm on DBNs. | Wei Hu, Yimin Zhang, Qian Diao, Shan Huang |