Shengzhong Liu
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
45
Venues
16
Active years
2017–2026
Best venue rank
A*
Where they publish
Papers
45 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | EuroSys | TokenFlow: Responsive LLM Text Streaming Serving under Request Burst via Preemptive Scheduling. | Junyi Chen, Chuheng Du, Renyuan Liu, Shuochao Yao, Dingtian Yan, Jiang Liao, Shengzhong Liu, Fan Wu, Guihai Chen |
| 2026 | KDD | Vistar: Enhancing the Perception Capability of LLMs under Imprecise IMU-Text Alignment. | Yatong Chen, Chenzhi Hu, Bowen He, Ruijie Wang, Xiaomin Ouyang, Shengzhong Liu, Jianxin Li, Fan Wu, Guihai Chen |
| 2026 | SIGIR | Learning Noise-Resilient and Transferable Graph-Text Alignment via Dynamic Quality Assessment. | Yuhang Liu, Minglai Shao, Zengyi Wo, Yunlong Chu, Bing Hao, Shengzhong Liu, Ruijie Wang, Jianxin Li |
| 2025 | ACL | Pre³: Enabling Deterministic Pushdown Automata for Faster Structured LLM Generation. | Junyi Chen, Shihao Bai, Zaijun Wang, Siyu Wu, Chuheng Du, Hailong Yang, Ruihao Gong, Shengzhong Liu, Fan Wu, Guihai Chen |
| 2025 | ICDCS | Distributed DNN-based Video Analytics with Adaptive Multi-Device Collaboration. | Zhihao Xu, Maozhe Zhao, Qinya Li, Shengzhong Liu, Fan Wu, Guihai Chen |
| 2025 | WWW | ABO: Abandon Bayer Filter for Adaptive Edge Offloading in Responsive Augmented Reality. | Yongxuan Han, Shengzhong Liu, Fan Wu, Guihai Chen |
| 2025 | WWW | InfoMAE: Pair-Efficient Cross-Modal Alignment for Multimodal Time-Series Sensing Signals. | Tomoyoshi Kimura, Xinlin Li, Osama A. Hanna, Yatong Chen, Yizhuo Chen, Denizhan Kara, Tianshi Wang, Jinyang Li, Xiaomin Ouyang, Shengzhong Liu, Mani Srivastava, Suhas N. Diggavi, Tarek F. Abdelzaher |
| 2025 | WWW | Enabling Real-Time Inference in Online Continual Learning via Device-Cloud Collaboration. | Haibo Liu, Chen Gong, Zhenzhe Zheng, Shengzhong Liu, Fan Wu |
| 2025 | SENSYS | Responsive DNN Adaptation for Video Analytics against Environment Shift via Hierarchical Mobile-Cloud Collaborations. | Maozhe Zhao, Shengzhong Liu, Fan Wu, Guihai Chen |
| 2025 | RTSS | Nova: Real-Time Agentic Vision-Language Model Serving With Adaptive Cross-Stage Parallelization. | Yuhang Xu, Shengzhong Liu, Dong Zhang, Bingheng Yan, Fan Wu, Guihai Chen |
| 2024 | WWW | FreqMAE: Frequency-Aware Masked Autoencoder for Multi-Modal IoT Sensing. | Denizhan Kara, Tomoyoshi Kimura, Shengzhong Liu, Jinyang Li, Dongxin Liu, Tianshi Wang, Ruijie Wang, Yizhuo Chen, Yigong Hu, Tarek F. Abdelzaher |
| 2024 | SIGIR | TGOnline: Enhancing Temporal Graph Learning with Adaptive Online Meta-Learning. | Ruijie Wang, Jingyuan Huang, Yutong Zhang, Jinyang Li, Yufeng Wang, Wanyu Zhao, Shengzhong Liu, Charith Mendis, Tarek F. Abdelzaher |
| 2024 | SIGIR | MetaHKG: Meta Hyperbolic Learning for Few-shot Temporal Reasoning. | Ruijie Wang, Yutong Zhang, Jinyang Li, Shengzhong Liu, Dachun Sun, Tianchen Wang, Tianshi Wang, Yizhuo Chen, Denizhan Kara, Tarek F. Abdelzaher |
| 2024 | SENSYS | PhyMask: An Adaptive Masking Paradigm for Efficient Self-Supervised Learning in IoT. | Denizhan Kara, Tomoyoshi Kimura, Yatong Chen, Jinyang Li, Ruijie Wang, Yizhuo Chen, Tianshi Wang, Shengzhong Liu, Tarek F. Abdelzaher |
| 2024 | RTSS | FLEX: Adaptive Task Batch Scheduling with Elastic Fusion in Multi-Modal Multi-View Machine Perception. | Yuhang Xu, Zixuan Liu, Xinzhe Fu, Shengzhong Liu, Fan Wu, Guihai Chen |
| 2024 | RTAS | Algorithms for Canvas-Based Attention Scheduling with Resizing. | Yigong Hu, Ila Gokarn, Shengzhong Liu, Archan Misra, Tarek F. Abdelzaher |
| 2023 | ACL | Noisy Positive-Unlabeled Learning with Self-Training for Speculative Knowledge Graph Reasoning. | Ruijie Wang, Baoyu Li, Yichen Lu, Dachun Sun, Jinning Li, Yuchen Yan, Shengzhong Liu, Hanghang Tong, Tarek F. Abdelzaher |
| 2023 | ICCCN | Underprovisioned GPUs: On Sufficient Capacity for Real-Time Mission-Critical Perception. | Yigong Hu, Ila Gokarn, Shengzhong Liu, Archan Misra, Tarek F. Abdelzaher |
| 2023 | ICCCN | TwinSync: A Digital Twin Synchronization Protocol for Bandwidth-Limited IoT Applications. | Deepti Kalasapura, Jinyang Li, Shengzhong Liu, Yizhuo Chen, Ruijie Wang, Tarek F. Abdelzaher, Matthew Caesar, Joydeep Bhattacharyya, Jae Kim, Guijun Wang, Greg Kimberly, Josh D. Eckhardt, Denis Osipychev |
| 2023 | SENSYS | SudokuSens: Enhancing Deep Learning Robustness for IoT Sensing Applications using a Generative Approach. | Tianshi Wang, Jinyang Li, Ruijie Wang, Denizhan Kara, Shengzhong Liu, Davis Wertheimer, Antoni Viros-i-Martin, Raghu K. Ganti, Mudhakar Srivatsa, Tarek F. Abdelzaher |
| 2023 | RTSS | Work-in-Progress: Algorithms for Canvas-Based Attention Scheduling with Resizing. | Yigong Hu, Ila Gokarn, Shengzhong Liu, Archan Misra, Tarek F. Abdelzaher |
| 2022 | ICCCN | IoBT-OS: Optimizing the Sensing-to-Decision Loop for the Internet of Battlefield Things. | Dongxin Liu, Tarek F. Abdelzaher, Tianshi Wang, Yigong Hu, Jinyang Li, Shengzhong Liu, Matthew Caesar, Deepti Kalasapura, Joydeep Bhattacharyya, Nassy Srour, Jae Kim, Guijun Wang, Greg Kimberly, Shouchao Yao |
| 2022 | ICDCS | Multi-View Scheduling of Onboard Live Video Analytics to Minimize Frame Processing Latency. | Shengzhong Liu, Tianshi Wang, Hongpeng Guo, Xinzhe Fu, Philip David, Maggie B. Wigness, Archan Misra, Tarek F. Abdelzaher |
| 2022 | PODC | DARTS: Distributed IoT Architecture for Real-Time, Resilient and AI-Compressed Workflows. | Ragini Gupta, Bo Chen, Shengzhong Liu, Tianshi Wang, Sandeep Singh Sandha, Abel Souza, Klara Nahrstedt, Tarek F. Abdelzaher, Mani B. Srivastava, Prashant J. Shenoy, Jeffrey Smith, Maggie B. Wigness, Niranjan Suri |
| 2022 | SIGIR | Unsupervised Belief Representation Learning with Information-Theoretic Variational Graph Auto-Encoders. | Jinning Li, Huajie Shao, Dachun Sun, Ruijie Wang, Yuchen Yan, Jinyang Li, Shengzhong Liu, Hanghang Tong, Tarek F. Abdelzaher |
| 2022 | RTAS | Self-Cueing Real-Time Attention Scheduling in Criticality-Aware Visual Machine Perception. | Shengzhong Liu, Xinzhe Fu, Maggie B. Wigness, Philip David, Shuochao Yao, Lui Sha, Tarek F. Abdelzaher |
| 2021 | ICCCN | Contrastive Self-Supervised Representation Learning for Sensing Signals from the Time-Frequency Perspective. | Dongxin Liu, Tianshi Wang, Shengzhong Liu, Ruijie Wang, Shuochao Yao, Tarek F. Abdelzaher |
| 2021 | SIGIR | DyDiff-VAE: A Dynamic Variational Framework for Information Diffusion Prediction. | Ruijie Wang, Zijie Huang, Shengzhong Liu, Huajie Shao, Dongxin Liu, Jinyang Li, Tianshi Wang, Dachun Sun, Shuochao Yao, Tarek F. Abdelzaher |
| 2021 | RTCSA | On Exploring Image Resizing for Optimizing Criticality-based Machine Perception. | Yigong Hu, Shengzhong Liu, Tarek F. Abdelzaher, Maggie B. Wigness, Philip David |
| 2020 | ICCCN | Misinformation Detection and Adversarial Attack Cost Analysis in Directional Social Networks. | Huajie Shao, Shuochao Yao, Andong Jing, Shengzhong Liu, Dongxin Liu, Tianshi Wang, Jinyang Li, Chaoqi Yang, Ruijie Wang, Tarek F. Abdelzaher |
| 2020 | ICML | ControlVAE: Controllable Variational Autoencoder. | Huajie Shao, Shuochao Yao, Dachun Sun, Aston Zhang, Shengzhong Liu, Dongxin Liu, Jun Wang, Tarek F. Abdelzaher |
| 2020 | WWW | paper2repo: GitHub Repository Recommendation for Academic Papers. | Huajie Shao, Dachun Sun, Jiahao Wu, Zecheng Zhang, Aston Zhang, Shuochao Yao, Shengzhong Liu, Tianshi Wang, Chao Zhang, Tarek F. Abdelzaher |
| 2020 | SENSYS | Deep compressive offloading: speeding up neural network inference by trading edge computation for network latency. | Shuochao Yao, Jinyang Li, Dongxin Liu, Tianshi Wang, Shengzhong Liu, Huajie Shao, Tarek F. Abdelzaher |
| 2020 | RTSS | On Removing Algorithmic Priority Inversion from Mission-critical Machine Inference Pipelines. | Shengzhong Liu, Shuochao Yao, Xinzhe Fu, Rohan Tabish, Simon Yu, Ayoosh Bansal, Heechul Yun, Lui Sha, Tarek F. Abdelzaher |
| 2020 | RTCSA | Scheduling Real-time Deep Learning Services as Imprecise Computations. | Shuochao Yao, Yifan Hao, Yiran Zhao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Jinyang Li, Tarek F. Abdelzaher |
| 2019 | FUSION | Unsupervised Fact-finding with Multi-modal Data in Social Sensing. | Huajie Shao, Shuochao Yao, Yiran Zhao, Lu Su, Zhibo Wang, Dongxin Liu, Shengzhong Liu, Lance M. Kaplan, Tarek F. Abdelzaher |
| 2019 | ICCCN | Simulation Evaluation of Fuel-Saving Systems in the City of Chicago. | Yiran Zhao, Shuochao Yao, Dongxin Liu, Huajie Shao, Shengzhong Liu, Tarek F. Abdelzaher |
| 2019 | ICDCS | A Latent Hawkes Process Model for Event Clustering and Temporal Dynamics Learning with Applications in GitHub. | Shengzhong Liu, Shuochao Yao, Dongxin Liu, Huajie Shao, Yiran Zhao, Xinzhe Fu, Tarek F. Abdelzaher |
| 2019 | ICDCS | Eugene: Towards Deep Intelligence as a Service. | Shuochao Yao, Kasthuri Jayarajah, Archan Misra, Tarek F. Abdelzaher, Yifan Hao, Yiran Zhao, Ailing Piao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Shaohan Hu, Dulanga Weerakoon |
| 2019 | INFOCOM | SADeepSense: Self-Attention Deep Learning Framework for Heterogeneous On-Device Sensors in Internet of Things Applications. | Shuochao Yao, Yiran Zhao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Yifan Hao, Ailing Piao, Shaohan Hu, Su Lu, Tarek F. Abdelzaher |
| 2019 | WWW | STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks. | Shuochao Yao, Ailing Piao, Wenjun Jiang, Yiran Zhao, Huajie Shao, Shengzhong Liu, Dongxin Liu, Jinyang Li, Tianshi Wang, Shaohan Hu, Lu Su, Jiawei Han, Tarek F. Abdelzaher |
| 2018 | ICDCS | ApDeepSense: Deep Learning Uncertainty Estimation without the Pain for IoT Applications. | Shuochao Yao, Yiran Zhao, Huajie Shao, Chao Zhang, Aston Zhang, Dongxin Liu, Shengzhong Liu, Lu Su, Tarek F. Abdelzaher |
| 2018 | WSC | A predictive Self-Configuring Simulator for Online Media. | Shuochao Yao, Yifan Hao, Dongxin Liu, Shengzhong Liu, Huajie Shao, Jiahao Wu, Mouna Bamba, Tarek F. Abdelzaher, James Flamino, Boleslaw K. Szymanski |
| 2018 | SENSYS | FastDeepIoT: Towards Understanding and Optimizing Neural Network Execution Time on Mobile and Embedded Devices. | Shuochao Yao, Yiran Zhao, Huajie Shao, Shengzhong Liu, Dongxin Liu, Lu Su, Tarek F. Abdelzaher |
| 2017 | INFOCOM | Context-aware data quality estimation in mobile crowdsensing. | Shengzhong Liu, Zhenzhe Zheng, Fan Wu, Shaojie Tang, Guihai Chen |