| 2025 | AAAI | DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis. | Pan Wang, Qiang Zhou, Yawen Wu, Tianlong Chen, Jingtong Hu |
| 2025 | DAC | zkVC: Fast Zero-Knowledge Proof for Private and Verifiable Computing. | Yancheng Zhang, Mengxin Zheng, Xun Chen, Jingtong Hu, Weidong Shi, Lei Ju, Yan Solihin, Qian Lou |
| 2025 | EMNLP | FIER: Fine-Grained and Efficient KV Cache Retrieval for Long-context LLM Inference. | Dongwei Wang, Zijie Liu, Song Wang, Yuxin Ren, Jianing Deng, Jingtong Hu, Tianlong Chen, Huanrui Yang |
| 2025 | EMSOFT | Tutorial: Design Automation for ML-enabled Cyber-Physical Systems: From Verification to Synthesis. | Samarjit Chakraborty, Jingtong Hu, Qi Zhu |
| 2025 | FPGA | Towards Accelerator Customization in Real-time Safety-critical Systems. | Shixin Ji, Xingzhen Chen, Wei Zhang, Zhuoping Yang, Jinming Zhuang, Sarah Schultz, Yukai Song, Jingtong Hu, Alex K. Jones, Zheng Dong, Peipei Zhou |
| 2025 | MICCAI | Fair Dermatological Disease Diagnosis Through Auto-weighted Federated Learning and Performance-Aware Personalization. | Gelei Xu, Yawen Wu, Zhenge Jia, Jingtong Hu, Yiyu Shi |
| 2024 | ASPDAC | SPIRAL: Signal-Power Integrity Co-Analysis for High-Speed Inter-Chiplet Serial Links Validation. | Xiao Dong, Songyu Sun, Yangfan Jiang, Jingtong Hu, Dawei Gao, Cheng Zhuo |
| 2024 | DAC | Enabling On-Device Large Language Model Personalization with Self-Supervised Data Selection and Synthesis. | Ruiyang Qin, Jun Xia, Zhenge Jia, Meng Jiang, Ahmed Abbasi, Peipei Zhou, Jingtong Hu, Yiyu Shi |
| 2024 | FPGA | SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration. | Jinming Zhuang, Zhuoping Yang, Shixin Ji, Heng Huang, Alex K. Jones, Jingtong Hu, Yiyu Shi, Peipei Zhou |
| 2024 | MICCAI | FairQuantize: Achieving Fairness Through Weight Quantization for Dermatological Disease Diagnosis. | Yuanbo Guo, Zhenge Jia, Jingtong Hu, Yiyu Shi |
| 2024 | MICCAI | Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis. | Qingpeng Kong, Ching-Hao Chiu, Dewen Zeng, Yu-Jen Chen, Tsung-Yi Ho, Jingtong Hu, Yiyu Shi |
| 2024 | MICCAI | Data-Algorithm-Architecture Co-Optimization for Fair Neural Networks on Skin Lesion Dataset. | Yi Sheng, Junhuan Yang, Jinyang Li, James Alaina, Xiaowei Xu, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang |
| 2023 | AAAI | Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning. | Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu |
| 2023 | ASPDAC | Quantization through Search: A Novel Scheme to Quantize Convolutional Neural Networks in Finite Weight Space. | Qing Lu, Weiwen Jiang, Xiaowei Xu, Jingtong Hu, Yiyu Shi |
| 2023 | DAC | Muffin: A Framework Toward Multi-Dimension AI Fairness by Uniting Off-the-Shelf Models. | Yi Sheng, Junhuan Yang, Lei Yang, Yiyu Shi, Jingtong Hu, Weiwen Jiang |
| 2023 | FPGA | CHARM: Composing Heterogeneous AcceleRators for Matrix Multiply on Versal ACAP Architecture. | Jinming Zhuang, Jason Lau, Hanchen Ye, Zhuoping Yang, Yubo Du, Jack Lo, Kristof Denolf, Stephen Neuendorffer, Alex K. Jones, Jingtong Hu, Deming Chen, Jason Cong, Peipei Zhou |
| 2023 | MICCAI | Additional Positive Enables Better Representation Learning for Medical Images. | Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Jingtong Hu, Yiyu Shi |
| 2022 | CHASE | ICD-BAS: Detecting Ventricular Arrhythmia using Binary Architecture Search for Implantable Cardioverter Defibrillators. | Qing Lu, Zhenge Jia, Jingtong Hu, Yiyu Shi |
| 2022 | DAC | The larger the fairer?: small neural networks can achieve fairness for edge devices. | Yi Sheng, Junhuan Yang, Yawen Wu, Kevin Mao, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang |
| 2022 | DAC | H2H: heterogeneous model to heterogeneous system mapping with computation and communication awareness. | Xinyi Zhang, Cong Hao, Peipei Zhou, Alex K. Jones, Jingtong Hu |
| 2022 | DATE | Opportunistic Communication with Latency Guarantees for Intermittently-Powered Devices. | Kacper Wardega, Wenchao Li, Hyoseung Kim, Yawen Wu, Zhenge Jia, Jingtong Hu |
| 2022 | IJCAI | Decentralized Unsupervised Learning of Visual Representations. | Yawen Wu, Zhepeng Wang, Dewen Zeng, Meng Li, Yiyu Shi, Jingtong Hu |
| 2022 | MICCAI | FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis. | Yawen Wu, Dewen Zeng, Xiaowei Xu, Yiyu Shi, Jingtong Hu |
| 2022 | MICRO | CORUSCANT: Fast Efficient Processing-in-Racetrack Memories. | Sbastien Ollivier, Stephen Longofono, Prayash Dutta, Jingtong Hu, Sanjukta Bhanja, Alex K. Jones |
| 2021 | ASPDAC | Lightweight Run-Time Working Memory Compression for Deployment of Deep Neural Networks on Resource-Constrained MCUs. | Zhepeng Wang, Yawen Wu, Zhenge Jia, Yiyu Shi, Jingtong Hu |
| 2021 | DAC | Enabling On-Device Model Personalization for Ventricular Arrhythmias Detection by Generative Adversarial Networks. | Zhenge Jia, Feng Hong, Lichuan Ping, Yiyu Shi, Jingtong Hu |
| 2021 | DAC | Enabling On-Device Self-Supervised Contrastive Learning with Selective Data Contrast. | Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu |
| 2021 | DAC | Invited: Hardware-aware Real-time Myocardial Segmentation Quality Control in Contrast Echocardiography. | Dewen Zeng, Yukun Ding, Haiyun Yuan, Meiping Huang, Xiaowei Xu, Jian Zhuang, Jingtong Hu, Yiyu Shi |
| 2021 | ICCAD | Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning (Invited Paper). | Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu |
| 2021 | IJCAI | Learning to Learn Personalized Neural Network for Ventricular Arrhythmias Detection on Intracardiac EGMs. | Zhenge Jia, Zhepeng Wang, Feng Hong, Lichuan Ping, Yiyu Shi, Jingtong Hu |
| 2021 | ISCAS | Developing a Miniature Energy-Harvesting-Powered Edge Device with Multi-Exit Neural Network. | Yuyang Li, Yawen Wu, Xincheng Zhang, Ehab A. Hamed, Jingtong Hu, Inhee Lee |
| 2021 | MICCAI | Federated Contrastive Learning for Volumetric Medical Image Segmentation. | Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu |
| 2021 | MICCAI | Positional Contrastive Learning for Volumetric Medical Image Segmentation. | Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi |
| 2020 | ASPDAC | Co-Exploring Neural Architecture and Network-on-Chip Design for Real-Time Artificial Intelligence. | Lei Yang, Weiwen Jiang, Weichen Liu, Edwin H.-M. Sha, Yiyu Shi, Jingtong Hu |
| 2020 | DAC | Intermittent Inference with Nonuniformly Compressed Multi-Exit Neural Network for Energy Harvesting Powered Devices. | Yawen Wu, Zhepeng Wang, Zhenge Jia, Yiyu Shi, Jingtong Hu |
| 2020 | ICCAD | Personalized Deep Learning for Ventricular Arrhythmias Detection on Medical loT Systems. | Zhenge Jia, Zhepeng Wang, Feng Hong, Lichuan Ping, Yiyu Shi, Jingtong Hu |
| 2020 | ICCAD | Towards Cardiac Intervention Assistance: Hardware-aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation. | Dewen Zeng, Weiwen Jiang, Tianchen Wang, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi |
| 2020 | ICCD | Achieving Full Parallelism in LSTM via a Unified Accelerator Design. | Xinyi Zhang, Weiwen Jiang, Jingtong Hu |
| 2019 | DAC | Accuracy vs. Efficiency: Achieving Both through FPGA-Implementation Aware Neural Architecture Search. | Weiwen Jiang, Xinyi Zhang, Edwin Hsing-Mean Sha, Lei Yang, Qingfeng Zhuge, Yiyu Shi, Jingtong Hu |
| 2019 | FPGA | XFER: A Novel Design to Achieve Super-Linear Performance on Multiple FPGAs for Real-Time AI. | Weiwen Jiang, Xinyi Zhang, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Lei Yang, Yiyu Shi, Jingtong Hu |
| 2018 | DATE | AIM: Fast and energy-efficient AES in-memory implementation for emerging non-volatile main memory. | Mimi Xie, Shuangchen Li, Alvin Oliver Glova, Jingtong Hu, Yuangang Wang, Yuan Xie |
| 2018 | RSP | Prototyping Energy Harvesting Powered Systems with Nonvolatile Processor (Invited Paper). | Yawen Wu, Yinan Sun, Zhenge Jia, Lefan Zhang, Yongpan Liu, Jingtong Hu |
| 2017 | DAC | Age-aware Logic and Memory Co-Placement for RRAM-FPGAs. | Yuan Xue, Chengmo Yang, Jingtong Hu |
| 2017 | ICCAD | CNN-based pattern recognition on nonvolatile IoT platform for smart ultraviolet monitoring: (Invited paper). | Jinyang Li, Qingwei Guo, Fang Su, Zhe Yuan, Jinshan Yue, Jingtong Hu, Huazhong Yang, Yongpan Liu |
| 2017 | ICCD | Design Exploration for Multiple Level Cell Based Non-Volatile FPGAs. | Ke Liu, Mengying Zhao, Lei Ju, Zhiping Jia, Chun Jason Xue, Jingtong Hu |
| 2017 | ISPA | An Efficient Racetrack Memory-Based Processing-in-Memory Architecture for Convolutional Neural Networks. | Bicheng Liu, Shouzhen Gu, Mingsong Chen, Wang Kang, Jingtong Hu, Qingfeng Zhuge, Edwin Hsing-Mean Sha |
| 2017 | RTCSA | Maximize energy utilization for ultra-low energy harvesting powered embedded systems. | Chen Pan, Mimi Xie, Jingtong Hu |
| 2016 | ASPDAC | Peak-to-average pumping efficiency improvement for charge pump in Phase Change Memories. | Huizhang Luo, Jingtong Hu, Liang Shi, Chun Jason Xue, Qingfeng Zhuge |
| 2016 | ASPDAC | Routing path reuse maximization for efficient NV-FPGA reconfiguration. | Yuan Xue, Patrick Cronin, Chengmo Yang, Jingtong Hu |
| 2016 | DAC | Performance-aware task scheduling for energy harvesting nonvolatile processors considering power switching overhead. | Hehe Li, Yongpan Liu, Chenchen Fu, Chun Jason Xue, Donglai Xiang, Jinshan Yue, Jinyang Li, Daming Zhang, Jingtong Hu, Huazhong Yang |
| 2016 | DAC | Two-step state transition minimization for lifetime and performance improvement on MLC STT-RAM. | Huizhang Luo, Jingtong Hu, Liang Shi, Chun Jason Xue, Qingfeng Zhuge |
| 2016 | DAC | TEMP: thread batch enabled memory partitioning for GPU. | Mengjie Mao, Wujie Wen, Xiaoxiao Liu, Jingtong Hu, Danghui Wang, Yiran Chen, Hai Li |
| 2016 | ICCD | Dynamic converter reconfiguration for near-threshold non-volatile processors using in-door energy harvesting. | Caiwen Ding, Hongjia Li, Jingtong Hu, Yongpan Liu, Yanzhi Wang |
| 2016 | ISCAS | Multi-source in-door energy harvesting for non-volatile processors. | Caiwen Ding, Soroush Heidari, Yanzhi Wang, Yongpan Liu, Jingtong Hu |
| 2015 | ASPDAC | Unified non-volatile memory and NAND flash memory architecture in smartphones. | Renhai Chen, Yi Wang, Jingtong Hu, Duo Liu, Zili Shao, Yong Guan |
| 2015 | ASPDAC | Improving performance and lifetime of DRAM-PCM hybrid main memory through a proactive page allocation strategy. | Hoda Aghaei Khouzani, Chengmo Yang, Jingtong Hu |
| 2015 | ASPDAC | Checkpoint-aware instruction scheduling for nonvolatile processor with multiple functional units. | Mimi Xie, Chen Pan, Jingtong Hu, Chengmo Yang, Yiran Chen |
| 2015 | DAC | FlexLevel: a novel NAND flash storage system design for LDPC latency reduction. | Jie Guo, Wujie Wen, Jingtong Hu, Danghui Wang, Hai Li, Yiran Chen |
| 2015 | DAC | Area and performance co-optimization for domain wall memory in application-specific embedded systems. | Shouzhen Gu, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Yiran Chen, Jingtong Hu |
| 2015 | DAC | Compiler directed automatic stack trimming for efficient non-volatile processors. | Qing'an Li, Mengying Zhao, Jingtong Hu, Yongpan Liu, Yanxiang He, Chun Jason Xue |
| 2015 | DAC | VWS: a versatile warp scheduler for exploring diverse cache localities of GPGPU applications. | Mengjie Mao, Jingtong Hu, Yiran Chen, Hai Li |
| 2015 | DAC | Fixing the broken time machine: consistency-aware checkpointing for energy harvesting powered non-volatile processor. | Mimi Xie, Mengying Zhao, Chen Pan, Jingtong Hu, Yongpan Liu, Chun Jason Xue |
| 2015 | DATE | Software assisted non-volatile register reduction for energy harvesting based cyber-physical system. | Mengying Zhao, Qing'an Li, Mimi Xie, Yongpan Liu, Jingtong Hu, Chun Jason Xue |
| 2015 | EMSOFT | Nonvolatile main memory aware garbage collection in high-level language virtual machine. | Chen Pan, Mimi Xie, Chengmo Yang, Zili Shao, Jingtong Hu |
| 2015 | FPL | Fine-tuning CLB placement to speed up reconfigurations in NVM-based FPGAs. | Yuan Xue, Patrick Cronin, Chengmo Yang, Jingtong Hu |
| 2015 | HPCC | Virtual Machine Image Content Aware I/O Optimization for Mobile Virtualization. | Renhai Chen, Yi Wang, Jingtong Hu, Duo Liu, Zili Shao, Yong Guan |
| 2014 | HPCC | Online Data Allocation for Hybrid Memories on Embedded Tele-health Systems. | Meikang Qiu, Longbin Chen, Yongxin Zhu, Jingtong Hu, Xiao Qin |
| 2014 | RTCSA | Minimum-cost data allocation with guaranteed probability on multiple types of memory. | Shouzhen Gu, Qingfeng Zhuge, Jingtong Hu, Juan Yi, Edwin Hsing-Mean Sha |
| 2014 | RTCSA | Wear-leveling for PCM main memory on embedded system via page management and process scheduling. | Chen Pan, Mimi Xie, Jingtong Hu, Meikang Qiu, Qingfeng Zhuge |
| 2014 | RTCSA | Non-volatile registers aware instruction selection for embedded systems. | Mimi Xie, Chen Pan, Jingtong Hu, Chun Jason Xue, Qingfeng Zhuge |
| 2014 | UCC | Stream Bench: Towards Benchmarking Modern Distributed Stream Computing Frameworks. | Ruirui Lu, Gang Wu, Bin Xie, Jingtong Hu |
| 2013 | DATE | Software enabled wear-leveling for hybrid PCM main memory on embedded systems. | Jingtong Hu, Qingfeng Zhuge, Chun Jason Xue, Wei-Che Tseng, Edwin Hsing-Mean Sha |
| 2013 | ICASSP | Efficient task assignment and scheduling for MPSoC DSPS with VS-SPM considering concurrent accesses through data allocation. | Shouzhen Gu, Qingfeng Zhuge, Jingtong Hu, Juan Yi, Edwin Hsing-Mean Sha |
| 2013 | RTCSA | A space-based wear leveling for PCM-based embedded systems. | Linbo Long, Duo Liu, Jingtong Hu, Shouzhen Gu, Qingfeng Zhuge, Edwin Hsing-Mean Sha |
| 2013 | RTCSA | Optimizing task assignment for heterogeneous multiprocessor system with guaranteed reliability and timing constraint. | Juan Yi, Qingfeng Zhuge, Jingtong Hu, Shouzhen Gu, Mingwen Qin, Edwin Hsing-Mean Sha |
| 2012 | ASPDAC | PRR: A low-overhead cache replacement algorithm for embedded processors. | Wei-Che Tseng, Chun Jason Xue, Qingfeng Zhuge, Jingtong Hu, Edwin Hsing-Mean Sha |
| 2012 | ICA3PP | Efficient Task Assignment on Heterogeneous Multicore Systems Considering Communication Overhead. | Li Wang, Jing Liu, Jingtong Hu, Qingfeng Zhuge, Duo Liu, Edwin Hsing-Mean Sha |
| 2012 | ICASSP | Loop scheduling optimization for chip-multiprocessors with non-volatile main memory. | Yan Wang, Jiayi Du, Jingtong Hu, Qingfeng Zhuge, Edwin Hsing-Mean Sha |
| 2012 | ICPADS | CAR: Securing PCM Main Memory System with Cache Address Remapping. | Gang Wu, Huxing Zhang, Yaozu Dong, Jingtong Hu |
| 2011 | DATE | Towards energy efficient hybrid on-chip Scratch Pad Memory with non-volatile memory. | Jingtong Hu, Chun Jason Xue, Qingfeng Zhuge, Wei-Che Tseng, Edwin Hsing-Mean Sha |
| 2011 | ICPP | Optimal Data Allocation for Scratch-Pad Memory on Embedded Multi-core Systems. | Yibo Guo, Qingfeng Zhuge, Jingtong Hu, Meikang Qiu, Edwin Hsing-Mean Sha |
| 2011 | TrustCom | Optimal Data Placement for Memory Architectures with Scratch-Pad Memories. | Yibo Guo, Qingfeng Zhuge, Jingtong Hu, Edwin Hsing-Mean Sha |
| 2010 | DAC | Reducing write activities on non-volatile memories in embedded CMPs via data migration and recomputation. | Jingtong Hu, Chun Jason Xue, Wei-Che Tseng, Yi He, Meikang Qiu, Edwin Hsing-Mean Sha |
| 2009 | ICPADS | Minimizing Memory Access Schedule for Memories. | Jingtong Hu, Chun Jason Xue, Wei-Che Tseng, Meikang Qiu, Yingchao Zhao, Edwin Hsing-Mean Sha |
| 2009 | ICPADS | Energy Minimization and Latency Hiding for Heterogeneous Parallel Memory. | Meikang Qiu, Gang Wu, Jingtong Hu, Wei-Che Tseng, Edwin Hsing-Mean Sha |
| 2009 | MASS | Reprogramming with Minimal Transferred Data on Wireless Sensor Network. | Jingtong Hu, Chun Xue, Yi He, Edwin Hsing-Mean Sha |
| 2008 | EUC | Dynamic and Leakage Power Minimization with Loop Voltage Scheduling and Assignment. | Meikang Qiu, Jiande Wu, Jingtong Hu, Yi He, Edwin Hsing-Mean Sha |
| 2008 | FPL | Loop scheduling and assignment to minimize energy while hiding latency for heterogeneous multi-bank memory. | Meikang Qiu, Jiande Wu, Chun Jason Xue, Jingtong Hu, Wei-Che Tseng, Edwin Hsing-Mean Sha |
| 2008 | ICASSP | Address assignment sensitive variable partitioning and scheduling for DSPS with multiple memory banks. | Chun Jason Xue, Tiantian Liu, Zili Shao, Jingtong Hu, Zhiping Jia, Weijia Jia, Edwin Hsing-Mean Sha |