Tianyu Jia

106 papers A* 16A 14C 2Journal 41Unranked 33
YearRankTypeTitle / Venue / Authors
2026 — conf
18.2 A 22nm 1.87ms/Frame Streaming Multi-Speaker ASR Accelerator Leveraging Contextual-Aware Redundancy Skipping with 2D-Writable Microscaling Compute-in-Memory and Similarity-Aware TCAM Design.
ISSCC
Wenjie Ren, Mingxuan Li, Zhenghao Jin, Yifan Ding, Ruohuang Xu, Xiangjun Ye, Yufei Ma, Tianyu Jia, Le Ye
2026 — conf
31.4 VARSA: A Visual Autoregressive Generation Accelerator Using Performance-Scalable Multi-Precision PE-LUT and Grid-Similarity Attention Compression.
ISSCC
Jiaqi Zhou, Hongou Li, Keyao Jiang, Yiyang Sun, Tianyu Jia
2026 J jnl
A 22-nm Residual Spiking Neural Network Chip Based on Sparsity-Adaptive In-Memory Computing and a Spike-Driven Architecture.
IEEE J. Solid State Circuits
Ying Liu, Ninghui Shang, Tianhao Zhao, Peiyu Chen, Tianyu Jia, Zhixuan Wang, Yufei Ma, Le Ye
2026 — conf
CREATE: Cross-Layer Resilience Characterization and Optimization for Efficient yet Reliable Embodied AI Systems.
ASPLOS (2)
Tong Xie, Yijiahao Qi, Jinqi Wen, Zishen Wan, Yanchi Dong, Zihao Wang, Shaofei Cai, Yitao Liang, Tianyu Jia, Yuan Wang, Runsheng Wang, Meng Li
2026 J jnl
CREATE: Cross-Layer Resilience Characterization and Optimization for Efficient yet Reliable Embodied AI Systems.
CoRR
Tong Xie, Yijiahao Qi, Jinqi Wen, Zishen Wan, Yanchi Dong, Zihao Wang, Shaofei Cai, Yitao Liang, Tianyu Jia, Yuan Wang, Runsheng Wang, Meng Li
2026 — conf
Chat-A
ASP-DAC
Zhantong Zhu, Kangbo Bai, Tianyu Jia
2026 J jnl
EPOCHS-1: A 12 nm Highly Heterogeneous Open-Source SoC With Distributed Coin-Based Power Management and Integrated Hybrid Voltage Regulation.
IEEE J. Solid State Circuits
Joseph Zuckerman, Martin Cochet, Maico Cassel dos Santos, Erik Jens Loscalzo, Karthik Swaminathan, Tianyu Jia, Davide Giri, Thierry Tambe, Jeff Jun Zhang, Alper Buyuktosunoglu, Kuan-Lin Chiu, Giuseppe Di Guglielmo, Paolo Mantovani, Luca Piccolboni, Gabriele Tombesi, David Trilla, John-David Wellman, En-Yu Yang, Aporva Amarnath, Ying Jing, Bakshree Mishra, Joshua Park, Vignesh Suresh, Samira Zaliasl, Michael Lekas, Stephen Cahill, Hesam Sadeghi, Joseph Meyer, Noah Sturcken, Sarita V. Adve, David Brooks, Gu-Yeon Wei, Kenneth L. Shepard, Pradip Bose, Luca P. Carloni
2026 J jnl
Lightweight channel-wise dynamic fusion model: Non-stationary time series forecasting via entropy analysis.
Inf. Fusion
Tianyu Jia, Zongxia Xie, Yanru Sun, Dilfira Kudrat, Qinghua Hu
2026 J jnl
MDF-Net: A Misclassified Data Fusion Network for Locomotion Mode Misclassification Detection and Correction in Lower-Limb Exoskeletons.
IEEE Robotics Autom. Lett.
Yali Liu, Jingyi Zhang, Dingan Song, Tianyu Jia, Qiuzhi Song
2025 — conf
37.6 A 22nm 60.81TFLOPS/W Diffusion Accelerator with Bandwidth-Aware Memory Partition and BL-Segmented Compute-in-Memory for Efficient Multi-Task Content Generation.
ISSCC
Yiqi Jing, Jiaqi Zhou, Yiyang Sun, Siyuan He, Peiyu Chen, Ru Huang, Le Ye, Tianyu Jia
2025 A* conf
3D-TokSIM: Stacking 3D Memory with Token-Stationary Compute-in-Memory for Speculative LLM Inference.
DAC
Wentao Zhao, Boya Lv, Meng Wu, Peiyu Chen, Fengyun Yan, Yufei Ma, Tianyu Jia, Ru Huang, Le Ye
2025 J jnl
A 22-nm Delta-Sigma Computing-In-Memory SRAM Macro With Near-Zero-Mean Outputs and LSB-First ADCs for Edge AI Processing.
IEEE J. Solid State Circuits
Peiyu Chen, Wentao Zhao, Meng Wu, Linxiao Shen, Tianyu Jia, Ru Huang, Le Ye, Yufei Ma
2025 C conf
A 22nm All-digital Fully Synthesizable Adaptive Clock Generator for Fast Frequency Adjustment in AI Processor.
ISCAS
Xueping Liu, Le Ye, Tianyu Jia
2025 J jnl
A synergistic UAV-Landsat novel strategy for enhanced estimation of above-ground biomass and shrub dominance in Sandy land.
Ecol. Informatics
Yiran Zhang, Tingxi Liu, Asaad Y. Shamseldin, Xin Tong, Limin Duan, Tianyu Jia, Shuo Lun, Simin Zhang
2025 J jnl
ATMPlace: Analytical Thermo-Mechanical-Aware Placement Framework for 2.5D-IC.
CoRR
Qipan Wang, Tianxiang Zhu, Tianyu Jia, Yibo Lin, Runsheng Wang, Ru Huang
2025 J jnl
BlitzCoin: A Decentralized Hardware Solution for Power Management of Highly Heterogeneous Systems on Chip.
IEEE Micro
Martin Cochet, Karthik Swaminathan, Erik Loscalzo, Joseph Zuckerman, Maico Cassel dos Santos, Davide Giri, Alper Buyuktosunoglu, Tianyu Jia, David Brooks, Gu-Yeon Wei, Kenneth L. Shepard, Luca P. Carloni, Pradip Bose
2025 A conf
CIMTester: An Agile Golden-Result-Free BIST Compiler for Robust Compute-In-Memory.
ICCAD
Wenjie Ren, Meng Wu, Mingxuan Li, Peiyu Chen, Tianyu Jia, Le Ye
2025 J jnl
Cortical Activation Patterns Determine Effectiveness of rTMS-Induced Motor Imagery Decoding Enhancement in Stroke Patients.
IEEE Trans. Biomed. Eng.
Tianyu Jia, Linhong Mo, Ciarán McGeady, Jingyao Sun, Aixian Liu, Linhong Ji, Jianing Xi, Chong Li
2025 A* conf
EdgeMM: Multi-Core CPU with Heterogeneous AI-Extension and Activation-aware Weight Pruning for Multimodal LLMs at Edge.
DAC
Kangbo Bai, Le Ye, Ru Huang, Tianyu Jia
2025 J jnl
EdgeMM: Multi-Core CPU with Heterogeneous AI-Extension and Activation-aware Weight Pruning for Multimodal LLMs at Edge.
CoRR
Kangbo Bai, Le Ye, Ru Huang, Tianyu Jia
2025 — conf
GSNorm: An Efficient 3D Gaussian Rendering Accelerator with Splat Normalization and LUT-assist Rasterization.
ASP-DAC
Yiyang Sun, Peiran Yan, Yiqi Jing, Le Ye, Tianyu Jia
2025 A conf
GenSoC: A Multi-Agent-Assisted SoC Generation Methodology Leveraging Open-Source Hardware.
ISLPED
Peiran Yan, Qinzhe Zhi, Lifeng Liu, Tianyu Jia
2025 J jnl
Global Temporal Logic Control Synthesis for Multiagent Systems With Time and Space Margin.
IEEE Trans. Ind. Electron.
Tiange Yang, Jinfeng Liu, Yuanyuan Zou, Tianyu Jia, Shaoyuan Li
2025 — conf
Improving Driving Performance in Difficult Driving Scenarios Using Personalized Real-Time Neurofeedback.
HCI (52)
Jian Shi, Zhen Zhang, Lishengsha Yue, Tianyu Jia, Yang Yufeng
2025 J jnl
Intuitive control of supernumerary robotic limbs through a tactile-encoded neural interface.
CoRR
Tianyu Jia, Xingchen Yang, Ciarán McGeady, Yifeng Li, Jinzhi Lin, Kit San Ho, Feiyu Pan, Linhong Ji, Chong Li, Dario Farina
2025 A conf
LP-Spec: Leveraging LPDDR PIM for Efficient LLM Mobile Speculative Inference with Architecture-Dataflow Co-Optimization.
ICCAD
Siyuan He, Zhantong Zhu, Yandong He, Tianyu Jia
2025 J jnl
LP-Spec: Leveraging LPDDR PIM for Efficient LLM Mobile Speculative Inference with Architecture-Dataflow Co-Optimization.
CoRR
Siyuan He, Zhantong Zhu, Yandong He, Tianyu Jia
2025 J jnl
LearNAT: Learning NL2SQL with AST-guided Task Decomposition for Large Language Models.
CoRR
Weibin Liao, Xin Gao, Tianyu Jia, Rihong Qiu, Yifan Zhu, Yang Lin, Xu Chu, Junfeng Zhao, Yasha Wang
2025 A conf
Leveraging Compute-in-Memory for Efficient Generative Model Inference in TPUs.
DATE
Zhantong Zhu, Hongou Li, Wenjie Ren, Meng Wu, Le Ye, Ru Huang, Tianyu Jia
2025 J jnl
Leveraging Compute-in-Memory for Efficient Generative Model Inference in TPUs.
CoRR
Zhantong Zhu, Hongou Li, Wenjie Ren, Meng Wu, Le Ye, Ru Huang, Tianyu Jia
2025 J jnl
Lightweight Channel-wise Dynamic Fusion Model: Non-stationary Time Series Forecasting via Entropy Analysis.
CoRR
Tianyu Jia, Zongxia Xie, Yanru Sun, Dilfira Kudrat, Qinghua Hu
2025 A* conf
Local-GS: An Order-Independent Gaussian Splatting Training Accelerator Exploiting Splat Locality.
DAC
Yiyang Sun, Qinzhe Zhi, Yiqi Jing, Le Ye, Ru Huang, Tianyu Jia
2025 A* conf
Patch-wise Structural Loss for Time Series Forecasting.
ICML
Dilfira Kudrat, Zongxia Xie, Yanru Sun, Tianyu Jia, Qinghua Hu
2025 J jnl
Patch-wise Structural Loss for Time Series Forecasting.
CoRR
Dilfira Kudrat, Zongxia Xie, Yanru Sun, Tianyu Jia, Qinghua Hu
2025 J jnl
RecMamba: Reconstruction-augmented dual-path Mamba for time series forecasting.
Knowl. Based Syst.
Yuxuan Zhao, Zongxia Xie, Zheng Wang, Yanru Sun, Haoyu Xing, Tianyu Jia, Dilfira Kudrat
2025 J jnl
Stackelberg Game Preference Optimization for Data-Efficient Alignment of Language Models.
CoRR
Xu Chu, Zhixin Zhang, Tianyu Jia, Yujie Jin
2025 J jnl
Structured and sparse partial least squares coherence for multivariate cortico-muscular analysis.
CoRR
Jingyao Sun, Qilu Zhang, Di Ma, Tianyu Jia, Shijie Jia, Xiaoxue Zhai, Ruimou Xie, Ping-Ju Lin, Zhibin Li, Yu Pan, Linhong Ji, Chong Li
2025 A conf
Tasa: Thermal-aware 3D-Stacked Architecture Design with Bandwidth Sharing for LLM Inference.
ICCAD
Siyuan He, Peiran Yan, Yandong He, Youwei Zhuo, Tianyu Jia
2024 — conf
14.5 A 12nm Linux-SMP-Capable RISC-V SoC with 14 Accelerator Types, Distributed Hardware Power Management and Flexible NoC-Based Data Orchestration.
ISSCC
Maico Cassel dos Santos, Tianyu Jia, Joseph Zuckerman, Martin Cochet, Davide Giri, Erik Jens Loscalzo, Karthik Swaminathan, Thierry Tambe, Jeff Jun Zhang, Alper Buyuktosunoglu, Kuan-Lin Chiu, Giuseppe Di Guglielmo, Paolo Mantovani, Luca Piccolboni, Gabriele Tombesi, David Trilla, John-David Wellman, En-Yu Yang, Aporva Amarnath, Ying Jing, Bakshree Mishra, Joshua Park, Vignesh Suresh, Sarita V. Adve, Pradip Bose, David Brooks, Luca P. Carloni, Kenneth L. Shepard, Gu-Yeon Wei
2024 — conf
30.2 A 22nm 0.26nW/Synapse Spike-Driven Spiking Neural Network Processing Unit Using Time-Step-First Dataflow and Sparsity-Adaptive In-Memory Computing.
ISSCC
Ying Liu, Yufei Ma, Ninghui Shang, Tianhao Zhao, Peiyu Chen, Meng Wu, Jiayoon Ru, Tianyu Jia, Le Ye, Zhixuan Wang, Ru Huang
2024 — conf
A 400-ns-Settling- Time Hybrid Dynamic Voltage Frequency Scaling Architecture and Its Application in a 22-Core Network-on-Chip SoC in 12-nm FinFET Technology.
VLSI Technology and Circuits
Erik Jens Loscalzo, Martin Cochet, Joseph Zuckerman, Samira Zalias, Michael Lekas, Stephen Cahill, Tianyu Jia, Karthik Swaminathan, Maico Cassel dos Santos, Davide Giri, Hesam Sadeghi, Joseph Meyer, Noah Sturcken, David Brooks, Gu-Yeon Wei, Luca P. Carloni, Pradip Bose, Kenneth L. Shepard
2024 — conf
A Heterogeneous TinyML SoC with Energy-Event-Performance-Aware Management and Compute-in-Memory Two-Stage Event-Driven Wakeup.
VLSI Technology and Circuits
Yanchi Dong, Xueping Liu, Kangbo Bai, Guoxiang Li, Meng Wu, Yiqi Jing, Yihan Zhang, Pixian Zhan, Yadong Zhang, Yufei Ma, Ru Huang, Le Ye, Tianyu Jia
2024 A* conf
AIG-CIM: A Scalable Chiplet Module with Tri-Gear Heterogeneous Compute-in-Memory for Diffusion Acceleration.
DAC
Yiqi Jing, Meng Wu, Jiaqi Zhou, Yiyang Sun, Yufei Ma, Ru Huang, Tianyu Jia, Le Ye
2024 A conf
ATPlace2.5D: Analytical Thermal-Aware Chiplet Placement Framework for Large-Scale 2.5D-IC.
ICCAD
Qipan Wang, Xueqing Li, Tianyu Jia, Yibo Lin, Runsheng Wang, Ru Huang
2024 A* conf
An In-Memory Computing Accelerator with Reconfigurable Dataflow for Multi-Scale Vision Transformer with Hybrid Topology.
DAC
Zhiyuan Chen, Yufei Ma, Keyi Li, Yifan Jia, Guoxiang Li, Meng Wu, Tianyu Jia, Le Ye, Ru Huang
2024 A* conf
BlitzCoin: Fully Decentralized Hardware Power Management for Accelerator-Rich SoCs.
ISCA
Martin Cochet, Karthik Swaminathan, Erik Jens Loscalzo, Joseph Zuckerman, Maico Cassel dos Santos, Davide Giri, Alper Buyuktosunoglu, Tianyu Jia, David Brooks, Gu-Yeon Wei, Kenneth L. Shepard, Luca P. Carloni, Pradip Bose
2024 J jnl
DCIM-GCN: Digital Computing-in-Memory Accelerator for Graph Convolutional Network.
IEEE Trans. Circuits Syst. I Regul. Pap.
Yufei Ma, Yikan Qiu, Wentao Zhao, Guoxiang Li, Meng Wu, Tianyu Jia, Le Ye, Ru Huang
2024 — conf
Enhancing Motor Learning Performance by Incorporating Brain-to-brain Coupling with Affective Interaction.
EMBC
Feiyu Pan, Tianyu Jia, Jingyao Sun, Annie Yan Wang, Linhong Ji, Chong Li
2024 A conf
Hierarchical Power Co-Optimization and Management for LLM Chiplet Designs.
ICCAD
Yanchi Dong, Xueping Liu, Xiaochen Hao, Yun Liang, Ru Huang, Le Ye, Tianyu Jia
2024 A* conf
Learning Cortico-Muscular Dependence through Orthonormal Decomposition of Density Ratios.
NeurIPS
Shihan Ma, Bo Hu, Tianyu Jia, Alexander Kenneth Clarke, Blanka Zicher, Arnault H. Caillet, Dario Farina, José C. Príncipe
2024 J jnl
Learning Cortico-Muscular Dependence through Orthonormal Decomposition of Density Ratios.
CoRR
Shihan Ma, Bo Hu, Tianyu Jia, Alexander Kenneth Clarke, Blanka Zicher, Arnault H. Caillet, Dario Farina, José C. Príncipe
2024 J jnl
Multiscale Canonical Coherence for Functional Corticomuscular Coupling Analysis.
IEEE J. Biomed. Health Informatics
Jingyao Sun, Tianyu Jia, Ping-Ju Lin, Zhibin Li, Linhong Ji, Chong Li
2024 — conf
Quartet: A 22nm 0.09mJ/lnference Digital Compute-in-Memory Versatile AI Accelerator with Heterogeneous Tensor Engines and Off-Chip-Less Dataflow.
CICC
Yikan Qiu, Yufei Ma, Meng Wu, Yifan Jia, Xinyu Qu, Zecheng Zhou, Jincheng Lou, Tianyu Jia, Le Ye, Ru Huang
2024 — conf
S2D-CIM: A 22nm 128Kb Systolic Digital Compute-in-Memory Macro with Domino Data Path for Flexible Vector Operation and 2-D Weight Update in Edge AI Applications.
CICC
Meng Wu, Wenjie Ren, Peiyu Chen, Wentao Zhao, Yiqi Jing, Jiayoon Ru, Zhixuan Wang, Yufei Ma, Ru Huang, Tianyu Jia, Le Ye
2024 A* conf
SPARK: An Efficient Hybrid Acceleration Architecture with Run-Time Sparsity-Aware Scheduling for TinyML Learning.
DAC
Mingxuan Li, Qinzhe Zhi, Yanchi Dong, Le Ye, Tianyu Jia
2024 J jnl
Silent Data Corruption in Robot Operating System: A Case for End-to-End System-Level Fault Analysis Using Autonomous UAVs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yu-Shun Hsiao, Zishen Wan, Tianyu Jia, Radhika Ghosal, Abdulrahman Mahmoud, Arijit Raychowdhury, David Brooks, Gu-Yeon Wei, Vijay Janapa Reddi
2024 J jnl
Sparsity-Aware In-Memory Neuromorphic Computing Unit With Configurable Topology of Hybrid Spiking and Artificial Neural Network.
IEEE Trans. Circuits Syst. I Regul. Pap.
Ying Liu, Zhiyuan Chen, Wentao Zhao, Tianhao Zhao, Tianyu Jia, Zhixuan Wang, Ru Huang, Le Ye, Yufei Ma
2024 C conf
Time Robust Model Predictive Control for Heterogeneous Multi-Agent Systems Under Global Temporal Logic Tasks.
ACC
Tiange Yang, Yuanyuan Zou, Jinfeng Liu, Tianyu Jia, Shaoyuan Li
2024 — conf
Unsupervised Gait Assessments of Stroke Patients Using a Smartphone and Machine Learning.
EMBC
Jingyao Sun, Tianyu Jia, Kiensiau Lim, Linhong Mo, Linhong Ji, Chong Li
2023 — conf
A 12nm 18.1TFLOPs/W Sparse Transformer Processor with Entropy-Based Early Exit, Mixed-Precision Predication and Fine-Grained Power Management.
ISSCC
Thierry Tambe, Jeff Zhang, Coleman Hooper, Tianyu Jia, Paul N. Whatmough, Joseph Zuckerman, Maico Cassel dos Santos, Erik Jens Loscalzo, Davide Giri, Kenneth L. Shepard, Luca P. Carloni, Alexander M. Rush, David Brooks, Gu-Yeon Wei
2023 — conf
A 22nm Delta-Sigma Computing-In-Memory (Δ∑CIM) SRAM Macro with Near-Zero-Mean Outputs and LSB-First ADCs Achieving 21.38TOPS/W for 8b-MAC Edge AI Processing.
ISSCC
Peiyu Chen, Meng Wu, Wentao Zhao, Jiajia Cui, Zhixuan Wang, Yadong Zhang, Qijun Wang, Jiayoon Ru, Linxiao Shen, Tianyu Jia, Yufei Ma, Le Ye, Ru Huang
2023 — conf
A 65nm Fully-integrated Fast-switching Buck Converter with Resonant Gate Drive and Automatic Tracking.
CICC
Xi Chen, Aly Shoukry, Tianyu Jia, Xin Zhang, Raveesh Magod, Nachiket V. Desai, Jie Gu
2023 — conf
A A 22nm 0.43pJ/SOP Sparsity-Aware In-Memory Neuromorphic Computing System with Hybrid Spiking and Artificial Neural Network and Configurable Topology.
CICC
Ying Liu, Zhiyuan Chen, Zhixuan Wang, Wentao Zhao, Wei He, Jianfeng Zhu, Oijun Wang, Ning Zhang, Tianyu Jia, Yufei Ma, Le Ye, Ru Huang
2023 A* conf
A Model-Specific End-to-End Design Methodology for Resource-Constrained TinyML Hardware.
DAC
Yanchi Dong, Tianyu Jia, Kaixuan Du, Yiqi Jing, Qijun Wang, Pixian Zhan, Yadong Zhang, Fengyun Yan, Yufei Ma, Yun Liang, Le Ye, Ru Huang
2023 A conf
ARES: A Mapping Framework of DNNs Towards Diverse PIMs with General Abstractions.
ICCAD
Xiuping Cui, Size Zheng, Tianyu Jia, Le Ye, Yun Liang
2023 A conf
DCIM-3DRec: A 3D Reconstruction Accelerator with Digital Computing-in-Memory and Octree-Based Scheduler.
ISLPED
Yiqi Jing, Yiyang Sun, Xiao Wang, Wentao Zhao, Meng Wu, Fengyun Yan, Yufei Ma, Le Ye, Tianyu Jia
2023 A conf
MAVFI: An End-to-End Fault Analysis Framework with Anomaly Detection and Recovery for Micro Aerial Vehicles.
DATE
Yu-Shun Hsiao, Zishen Wan, Tianyu Jia, Radhika Ghosal, Abdulrahman Mahmoud, Arijit Raychowdhury, David Brooks, Gu-Yeon Wei, Vijay Janapa Reddi
2023 J jnl
Multi-Agent Robust Control Synthesis from Global Temporal Logic Tasks.
CoRR
Tiange Yang, Yuanyuan Zou, Jinfeng Liu, Tianyu Jia, Shaoyuan Li
2023 J jnl
Research progress on low-power artificial intelligence of things (AIoT) chip design.
Sci. China Inf. Sci.
Le Ye, Zhixuan Wang, Tianyu Jia, Yufei Ma, Linxiao Shen, Yihan Zhang, Heyi Li, Peiyu Chen, Meng Wu, Ying Liu, Yiqi Jing, Hao Zhang, Ru Huang
2023 J jnl
SoCProbe: Compositional Post-Silicon Validation of Heterogeneous NoC-Based SoCs.
IEEE Des. Test
Gabriele Tombesi, Joseph Zuckerman, Paolo Mantovani, Davide Giri, Maico Cassel dos Santos, Tianyu Jia, David Brooks, Gu-Yeon Wei, Luca P. Carloni
2023 J jnl
Spatio-Temporal Evolution of Inland Lakes and Their Relationship with Hydro-Meteorological Factors in Horqin Sandy Land, China.
Remote. Sens.
Yiran Zhang, Xin Tong, Tingxi Liu, Limin Duan, Lina Hao, Vijay P. Singh, Tianyu Jia, Shuo Lun
2023 J jnl
Trireme: Exploration of Hierarchical Multi-level Parallelism for Hardware Acceleration.
ACM Trans. Embed. Comput. Syst.
Georgios Zacharopoulos, Adel Ejjeh, Ying Jing, En-Yu Yang, Tianyu Jia, Iulian Brumar, Jeremy Intan, Muhammad Huzaifa, Sarita V. Adve, Vikram S. Adve, Gu-Yeon Wei, David Brooks
2022 — conf
A 12nm Agile-Designed SoC for Swarm-Based Perception with Heterogeneous IP Blocks, a Reconfigurable Memory Hierarchy, and an 800MHz Multi-Plane NoC.
ESSCIRC
Tianyu Jia, Paolo Mantovani, Maico Cassel dos Santos, Davide Giri, Joseph Zuckerman, Erik Jens Loscalzo, Martin Cochet, Karthik Swaminathan, Gabriele Tombesi, Jeff Jun Zhang, Nandhini Chandramoorthy, John-David Wellman, Kevin Tien, Luca P. Carloni, Kenneth L. Shepard, David Brooks, Gu-Yeon Wei, Pradip Bose
2022 — conf
A Differentiable Neural Computer for Logic Reasoning with Scalable Near-Memory Computing and Sparsity Based Enhancement.
ESSCIRC
Yuhao Ju, Shiyu Guo, Zixuan Liu, Tianyu Jia, Jie Gu
2022 A conf
A Scalable Methodology for Agile Chip Development with Open-Source Hardware Components.
ICCAD
Maico Cassel dos Santos, Tianyu Jia, Martin Cochet, Karthik Swaminathan, Joseph Zuckerman, Paolo Mantovani, Davide Giri, Jeff Jun Zhang, Erik Jens Loscalzo, Gabriele Tombesi, Kevin Tien, Nandhini Chandramoorthy, John-David Wellman, David Brooks, Gu-Yeon Wei, Kenneth L. Shepard, Luca P. Carloni, Pradip Bose
2022 A conf
FRL-FI: Transient Fault Analysis for Federated Reinforcement Learning-Based Navigation Systems.
DATE
Zishen Wan, Aqeel Anwar, Abdulrahman Mahmoud, Tianyu Jia, Yu-Shun Hsiao, Vijay Janapa Reddi, Arijit Raychowdhury
2022 J jnl
FRL-FI: Transient Fault Analysis for Federated Reinforcement Learning-Based Navigation Systems.
CoRR
Zishen Wan, Aqeel Anwar, Abdulrahman Mahmoud, Tianyu Jia, Yu-Shun Hsiao, Vijay Janapa Reddi, Arijit Raychowdhury
2022 A conf
OMU: A Probabilistic 3D Occupancy Mapping Accelerator for Real-time OctoMap at the Edge.
DATE
Tianyu Jia, En-Yu Yang, Yu-Shun Hsiao, Jonathan J. Cruz, David Brooks, Gu-Yeon Wei, Vijay Janapa Reddi
2022 J jnl
OMU: A Probabilistic 3D Occupancy Mapping Accelerator for Real-time OctoMap at the Edge.
CoRR
Tianyu Jia, En-Yu Yang, Yu-Shun Hsiao, Jonathan J. Cruz, David Brooks, Gu-Yeon Wei, Vijay Janapa Reddi
2022 J jnl
Trireme: Exploring Hierarchical Multi-Level Parallelism for Domain Specific Hardware Acceleration.
CoRR
Georgios Zacharopoulos, Adel Ejjeh, Ying Jing, En-Yu Yang, Tianyu Jia, Iulian Brumar, Jeremy Intan, Muhammad Huzaifa, Sarita V. Adve, Vikram S. Adve, Gu-Yeon Wei, David Brooks
2021 — conf
5 Hz rTMS improves motor-imagery based BCI classification performance.
EMBC
Tianyu Jia, Linhong Mo, Chong Li, Aixian Liu, Zhibin Li, Linhong Ji
2021 J jnl
A Dynamic Timing Enhanced DNN Accelerator With Compute-Adaptive Elastic Clock Chain Technique.
IEEE J. Solid State Circuits
Tianyu Jia, Yuhao Ju, Jie Gu
2021 A* conf
Analyzing and Improving Fault Tolerance of Learning-Based Navigation Systems.
DAC
Zishen Wan, Aqeel Anwar, Yu-Shun Hsiao, Tianyu Jia, Vijay Janapa Reddi, Arijit Raychowdhury
2021 J jnl
Analyzing and Improving Fault Tolerance of Learning-Based Navigation Systems.
CoRR
Zishen Wan, Aqeel Anwar, Yu-Shun Hsiao, Tianyu Jia, Vijay Janapa Reddi, Arijit Raychowdhury
2021 A* conf
EdgeBERT: Sentence-Level Energy Optimizations for Latency-Aware Multi-Task NLP Inference.
MICRO
Thierry Tambe, Coleman Hooper, Lillian Pentecost, Tianyu Jia, En-Yu Yang, Marco Donato, Victor Sanh, Paul N. Whatmough, Alexander M. Rush, David Brooks, Gu-Yeon Wei
2021 — conf
FlexACC: A Programmable Accelerator with Application-Specific ISA for Flexible Deep Neural Network Inference.
ASAP
En-Yu Yang, Tianyu Jia, David Brooks, Gu-Yeon Wei
2021 J jnl
MAVFI: An End-to-End Fault Analysis Framework with Anomaly Detection and Recovery for Micro Aerial Vehicles.
CoRR
Yu-Shun Hsiao, Zishen Wan, Tianyu Jia, Radhika Ghosal, Arijit Raychowdhury, David Brooks, Gu-Yeon Wei, Vijay Janapa Reddi
2020 — conf
31.3 A Compute-Adaptive Elastic Clock-Chain Technique with Dynamic Timing Enhancement for 2D PE-Array-Based Accelerators.
ISSCC
Tianyu Jia, Yuhao Ju, Jie Gu
2020 J jnl
An Adaptive Clock Scheme Exploiting Instruction-Based Dynamic Timing Slack for a GPGPU Architecture.
IEEE J. Solid State Circuits
Tianyu Jia, Yijie Wei, Russ Joseph, Jie Gu
2020 A* conf
NCPU: An Embedded Neural CPU Architecture on Resource-Constrained Low Power Devices for Real-time End-to-End Performance.
MICRO
Tianyu Jia, Yuhao Ju, Russ Joseph, Jie Gu
2020 J jnl
Small-Dimension Feature Matrix Construction Method for Decoding Repetitive Finger Movements From Electroencephalogram Signals.
IEEE Access
Tianyu Jia, Ke Liu, Yijia Lu, Yali Liu, Chong Li, Linhong Ji, Chao Qian
2019 — conf
A 48 V Input 0.75 V Output DC-DC Converter Power Block for HPC Systems and Datacenters (invited paper).
VLSI Circuits
Todd Takken, Andrew Ferencz, Chung-Shiang Wu, Liam McAuliffe, Tianyu Jia, Xin Zhang
2019 — conf
An Adaptive Clock Management Scheme Exploiting Instruction-Based Dynamic Timing Slack for a General-Purpose Graphics Processor Unit with Deep Pipeline and Out-of-Order Execution.
ISSCC
Tianyu Jia, Russ Joseph, Jie Gu
2019 J jnl
An Instruction-Driven Adaptive Clock Management Through Dynamic Phase Scaling and Compiler Assistance for a Low Power Microprocessor.
IEEE J. Solid State Circuits
Tianyu Jia, Russ Joseph, Jie Gu
2019 — conf
Words in Kitchen: An Instance of Leveraging Virtual Reality Technology to Learn Vocabulary.
ISMAR Adjunct
Tianyu Jia, Yue Liu
2018 J jnl
A Fully Integrated Buck Regulator With 2-GHz Resonant Switching for Low-Power Applications.
IEEE J. Solid State Circuits
Tianyu Jia, Jie Gu
2018 — conf
A Fully-integrated LC-Oscillator Based Buck Regulator with Autonomous Resonant Switching for Low-Power Applications.
A-SSCC
Tianyu Jia, Jie Gu
2018 — conf
An Instruction Driven Adaptive Clock Phase Scaling with Timing Encoding and Online Instruction Calibration for a Low Power Microprocessor.
ESSCIRC
Tianyu Jia, Russ Joseph, Jie Gu
2018 A* conf
Compiler-guided instruction-level clock scheduling for timing speculative processors.
DAC
Yuanbo Fan, Tianyu Jia, Jie Gu, Simone Campanoni, Russ Joseph
2018 A conf
Design and optimization of edge computing distributed neural processor for biomedical rehabilitation with sensor fusion.
ICCAD
Kofi Otseidu, Tianyu Jia, Joshua Bryne, Levi J. Hargrove, Jie Gu
2018 — conf
Holistic Energy Management with μProcessor Co-Optimization in Fully Integrated Battery-Less IoTs.
SoCC
Josiah D. Hester, Tianyu Jia, Jie Gu
2017 — conf
(Invited) Software-guided greybox design methodology with integrated power and clock management.
MWSCAS
Tianyu Jia, Yuanbo Fan, Russ Joseph, Jie Gu
2017 A* conf
Greybox Design Methodology: A Program Driven Hardware Co-optimization with Ultra-Dynamic Clock Management.
DAC
Tianyu Jia, Russ Joseph, Jie Gu
2016 A* conf
Exploration of associative power management with instruction governed operation for ultra-low power design.
DAC
Tianyu Jia, Yuanbo Fan, Russ Joseph, Jie Gu
2016 — conf
Model Transformation and Data Migration from Relational Database to MongoDB.
BigData Congress
Tianyu Jia, Xiaomeng Zhao, Zheng Wang, Dahan Gong, Guiguang Ding
2015 — conf
Suppression of VCO pulling effects using even-harmonic quiet transmitting circuits.
ESSCIRC
Yue Wu, Tianyu Jia, Bo Xia, Xinlong Ma, Li Kang, Xiaodong Yang