| 2026 | HPCA | Characterizing Cloud-Native LLM Inference at Bytedance and Exposing Optimization Challenges and Opportunities for Future AI Accelerators. | Jingwei Cai, Dehao Kong, Hantao Huang, Zishan Jiang, Zixuan Ma, Qingyu Guo, Zhenxing Zhang, Guiming Shi, Mingyu Gao, Kaisheng Ma, Minghui Yu |
| 2025 | CHI | "I Love the Internet Again": Exploring the Interaction Inception of "TikTok Refugees" Flocking into RedNote. | Kangyu Yuan, Li Zhang, Hanfang Lyu, Ziqi Pan, Yuanhao Zhang, Junze Li, Bingcan Guo, Jiaxiong Hu, Qingyu Guo, Xiaojuan Ma |
| 2025 | DATE | LightMamba: Efficient Mamba Acceleration on FPGA with Quantization and Hardware Co-design. | Renjie Wei, Songqiang Xu, Linfeng Zhong, Zebin Yang, Qingyu Guo, Yuan Wang, Runsheng Wang, Meng Li |
| 2025 | ICCAD | SpecMamba: Accelerating Mamba Inference on FPGA with Speculative Decoding. | Linfeng Zhong, Songqiang Xu, Huifeng Wen, Tong Xie, Qingyu Guo, Yuan Wang, Meng Li |
| 2024 | CHI | Exploring the Evolvement of Artwork Descriptions in Online Creative Community under the Surge of Generative AI: A Case Study of DeviantArt. | Qingyu Guo, Kangyu Yuan, Changyang He, Zhenhui Peng, Xiaojuan Ma |
| 2024 | ICCAD | HG-PIPE: Vision Transformer Acceleration with Hybrid-Grained Pipeline. | Qingyu Guo, Jiayong Wan, Songqiang Xu, Meng Li, Yuan Wang |
| 2024 | ICWSM | Understanding the Features of Text-Image Posts and Their Received Social Support in Online Grief Support Communities. | Shuailin Li, Shiwei Wu, Tianjian Liu, Han Zhang, Qingyu Guo, Zhenhui Peng |
| 2023 | CHI | What Makes Creators Engage with Online Critiques? Understanding the Role of Artifacts' Creation Stage, Characteristics of Community Comments, and their Interactions. | Qingyu Guo, Chao Zhang, Hanfang Lyu, Zhenhui Peng, Xiaojuan Ma |
| 2023 | ICDE | A Survey on Knowledge Graph-Based Recommender Systems : Extended Abstract. | Qingyu Guo, Fuzhen Zhuang, Chuan Qin, Hengshu Zhu, Xing Xie, Hui Xiong, Qing He |
| 2023 | MICCAI | Surgical Video Captioning with Mutual-Modal Concept Alignment. | Zhen Chen, Qingyu Guo, Leo K. T. Yeung, Danny T. M. Chan, Zhen Lei, Hongbin Liu, Jinqiao Wang |
| 2023 | UIST | CriTrainer: An Adaptive Training Tool for Critical Paper Reading. | Kangyu Yuan, Hehai Lin, Shilei Cao, Zhenhui Peng, Qingyu Guo, Xiaojuan Ma |
| 2022 | CHI | Understanding and Modeling Viewers' First Impressions with Images in Online Medical Crowdfunding Campaigns. | Qingyu Guo, Siyuan Zhou, Yifeng Wu, Zhenhui Peng, Xiaojuan Ma |
| 2022 | CSCW | Facilitating Continuous Text Messaging in Online Romantic Encounters by Expanded Keywords Enumeration. | Taewook Kim, Qingyu Guo, Hyeonjae Kim, Wenjie Yang, Meiziniu Li, Xiaojuan Ma |
| 2022 | ISCAS | A 4-bit Integer-Only Neural Network Quantization Method Based on Shift Batch Normalization. | Qingyu Guo, Xiaoxin Cui, Jian Zhang, Aifei Zhang, Xinjie Guo, Yuan Wang |
| 2022 | ISCAS | A 28nm 64Kb SRAM based Inference-Training Tri-Mode Computing-in-Memory Macro. | Nanbing Pan, Xiaoxin Cui, Xin Qiao, Kanglin Xiao, Qingyu Guo, Yuan Wang |
| 2021 | CHI | Effects of Support-Seekers' Community Knowledge on Their Expressed Satisfaction with the Received Comments in Mental Health Communities. | Zhenhui Peng, Xiaojuan Ma, Diyi Yang, Ka Wing Tsang, Qingyu Guo |
| 2020 | CHI | Exploring the Effects of Technological Writing Assistance for Support Providers in Online Mental Health Community. | Zhenhui Peng, Qingyu Guo, Ka Wing Tsang, Xiaojuan Ma |
| 2020 | RecSys | Contextual User Browsing Bandits for Large-Scale Online Mobile Recommendation. | Xu He, Bo An, Yanghua Li, Haikai Chen, Qingyu Guo, Xin Li, Zhirong Wang |
| 2019 | AAAI | On the Inducibility of Stackelberg Equilibrium for Security Games. | Qingyu Guo, Jiarui Gan, Fei Fang, Long Tran-Thanh, Milind Tambe, Bo An |
| 2019 | AAAI | Optimal Interdiction of Urban Criminals with the Aid of Real-Time Information. | Youzhi Zhang, Qingyu Guo, Bo An, Long Tran-Thanh, Nicholas R. Jennings |
| 2019 | EC | Imitative Follower Deception in Stackelberg Games. | Jiarui Gan, Haifeng Xu, Qingyu Guo, Long Tran-Thanh, Zinovi Rabinovich, Michael J. Wooldridge |
| 2019 | WWW | Securing the Deep Fraud Detector in Large-Scale E-Commerce Platform via Adversarial Machine Learning Approach. | Qingyu Guo, Zhao Li, Bo An, Pengrui Hui, Jiaming Huang, Long Zhang, Mengchen Zhao |
| 2017 | AAAI | Strategic Information Revelation and Commitment in Security Games. | Qingyu Guo, Bo An, Branislav Bosansk, Christopher Kiekintveld |
| 2017 | IJCAI | Comparing Strategic Secrecy and Stackelberg Commitment in Security Games. | Qingyu Guo, Bo An, Branislav Bosansk, Christopher Kiekintveld |
| 2017 | IJCAI | Playing Repeated Network Interdiction Games with Semi-Bandit Feedback. | Qingyu Guo, Bo An, Long Tran-Thanh |
| 2016 | IJCAI | Optimal Interdiction of Illegal Network Flow. | Qingyu Guo, Bo An, Yair Zick, Chunyan Miao |
| 2008 | WCNC | Broadcast Routing and Channel Selection in Multi-Radio Wireless Mesh Networks. | Kai Han, Yuling Li, Qingyu Guo, Mingjun Xiao |