Optimizing Internal Communication of Compute-in-Memory-Based AI Accelerator.

Letian Huang

Letian Huang Wenxu Cao Linhan Sun Zeyu Li Ruitai Wang Junyi Song Shuyan Jiang Optimizing Internal Communication of Compute-in-Memory-Based AI Accelerator. 2026 February 81-84 18 IEEE Embed. Syst. Lett. 1 https://doi.org/10.1109/LES.2025.3559333 db/journals/esl/esl18.html#HuangCSLWSJ26 streams/journals/esl

Chengzhi Tao Yiyang Sun Jie Guo 0001 Tao Zhang Letian Huang Junqiu Zhu Daoheng Wang Yanwen Guo 0001 GSReuse: Temporally Adaptive Screen-Space Reuse for Accelerating 3D Gaussian Splatting. 2026 May 3787-3797 32 IEEE Trans. Vis. Comput. Graph. 5 https://doi.org/10.1109/TVCG.2026.3679889 db/journals/tvcg/tvcg32.html#TaoSGZHZWG26 streams/journals/tvcg

Chaoran Du Letian Huang Meta-Reinforcement Learning for Fast Beam Adaptation in 6G Terahertz Reconfigurable Intelligent Surface Communications. 2026 March 1271-1300 146 Wirel. Pers. Commun. 3 https://doi.org/10.1007/s11277-026-11921-9 db/journals/wpc/wpc146.html#DuH26 streams/journals/wpc

Letian Huang Dongwei Ye Jialin Dan Chengzhi Tao Huiwen Liu Kun Zhou 0001 Bo Ren 0003 Yuanqi Li Yanwen Guo 0001 Jie Guo 0001 TransparentGS: Fast Inverse Rendering of Transparent Objects with Gaussians. 126:1-126:17 2025 August 44 ACM Trans. Graph. 4 https://doi.org/10.1145/3730892 db/journals/tog/tog44.html#HuangYDTLZRLGG25 streams/journals/tog

Shuichang Lai Letian Huang Jie Guo 0001 Kai Cheng Bowen Pan Xiaoxiao Long Jiangjing Lyu Chengfei Lv Yanwen Guo 0001 GlossyGS: Inverse Rendering of Glossy Objects With 3D Gaussian Splatting. 7478-7491 2025 October 31 IEEE Trans. Vis. Comput. Graph. 10 https://doi.org/10.1109/TVCG.2025.3547063 db/journals/tvcg/tvcg31.html#LaiHGCPLLLG25 streams/journals/tvcg

Jiayang Bai Letian Huang Jie Guo 0001 Wen Gong Yuanqi Li Yanwen Guo 0001 360-GS: Layout-Guided Panoramic Gaussian Splatting for Indoor Roaming. 1042-1053 2025 3DV https://doi.org/10.1109/3DV66043.2025.00101 conf/3dim/2025 db/conf/3dim/3dv2025.html#BaiHGGLG25 streams/conf/3dim Letian Huang Jie Guo 0001 Jialin Dan Ruoyu Fu Yuanqi Li Yanwen Guo 0001 Spectral-GS: Taming 3D Gaussian Splatting with Spectral Entropy. 199:1-199:11 2025 SIGGRAPH Asia https://doi.org/10.1145/3757377.3763907 conf/siggrapha/2025 db/conf/siggrapha/siggrapha2025.html#Huang0DFL025

Letian Huang Dongwei Ye Jialin Dan Chengzhi Tao Huiwen Liu Kun Zhou 0001 Bo Ren 0003 Yuanqi Li Yanwen Guo 0001 Jie Guo 0001 TransparentGS: Fast Inverse Rendering of Transparent Objects with Gaussians. 2025 April abs/2504.18768 CoRR https://doi.org/10.48550/arXiv.2504.18768 db/journals/corr/corr2504.html#abs-2504-18768 streams/journals/corr

Xiaohang Wang 0001 Anu Gokhale Paolo Terenziani Letian Huang Introduction to the special section on electronic technology for intelligent world. 109088 2024 114 Comput. Electr. Eng. https://doi.org/10.1016/j.compeleceng.2024.109088 db/journals/cee/cee114.html#WangGTH24 streams/journals/cee

Letian Huang Tianjin Zhao Ziren Wang Junkai Zhan Junshi Wang Xiaohang Wang 0001 Component Dependencies Based Network-on-Chip Test. 2805-2816 2024 December 73 IEEE Trans. Computers 12 https://doi.org/10.1109/TC.2024.3457732 db/journals/tc/tc73.html#HuangZWZWW24 streams/journals/tc

Letian Huang Jiayang Bai Jie Guo 0001 Yuanqi Li Yanwen Guo 0001 On the Error Analysis of 3D Gaussian Splatting and an Optimal Projection Strategy. 247-263 2024 ECCV (17) https://doi.org/10.1007/978-3-031-72643-9_15 conf/eccv/2024-17 db/conf/eccv/eccv2024-17.html#HuangBGLG24 streams/conf/eccv

Letian Huang Jiayang Bai Jie Guo 0001 Yuanqi Li Yanwen Guo 0001 On the Error Analysis of 3D Gaussian Splatting and an Optimal Projection Strategy. 2024 abs/2402.00752 CoRR https://doi.org/10.48550/arXiv.2402.00752 db/journals/corr/corr2402.html#abs-2402-00752

Jiayang Bai Letian Huang Jie Guo 0001 Wen Gong Yuanqi Li Yanwen Guo 0001 360-GS: Layout-guided Panoramic Gaussian Splatting For Indoor Roaming. 2024 abs/2402.00763 CoRR https://doi.org/10.48550/arXiv.2402.00763 db/journals/corr/corr2402.html#abs-2402-00763

Letian Huang Jie Guo 0001 Jialin Dan Ruoyu Fu Shujie Wang Yuanqi Li Yanwen Guo 0001 Spectral-GS: Taming 3D Gaussian Splatting with Spectral Entropy. 2024 abs/2409.12771 CoRR https://doi.org/10.48550/arXiv.2409.12771 db/journals/corr/corr2409.html#abs-2409-12771 streams/journals/corr

Shuichang Lai Letian Huang Jie Guo 0001 Kai Cheng Bowen Pan Xiaoxiao Long Jiangjing Lyu Chengfei Lv Yanwen Guo 0001 GlossyGS: Inverse Rendering of Glossy Objects with 3D Gaussian Splatting. 2024 abs/2410.13349 CoRR https://doi.org/10.48550/arXiv.2410.13349 db/journals/corr/corr2410.html#abs-2410-13349 streams/journals/corr

Shengjie Wang Xiaohang Wang 0001 Yingtao Jiang Amit Kumar Singh 0002 Mei Yang 0001 Letian Huang Modeling and Analysis of Thermal Covert Channel Attacks in Many-core Systems. 494-500 2023 February 72 IEEE Trans. Computers 2 https://doi.org/10.1109/TC.2022.3160356 db/journals/tc/tc72.html#WangWJSYH23

Xiaohang Wang 0001 Hengli Huang Ruolin Chen Yingtao Jiang Amit Kumar Singh 0002 Mei Yang 0001 Letian Huang Detection of Thermal Covert Channel Attacks Based on Classification of Components of the Thermal Signal Features. 971-983 2023 April 72 IEEE Trans. Computers 4 https://doi.org/10.1109/TC.2022.3189578 db/journals/tc/tc72.html#WangHCJSYH23

Jiayang Bai Letian Huang Wen Gong Jie Guo 0001 Yanwen Guo 0001 Self-NeRF: A Self-Training Pipeline for Few-Shot Neural Radiance Fields. 2023 abs/2303.05775 CoRR https://doi.org/10.48550/arXiv.2303.05775 db/journals/corr/corr2303.html#abs-2303-05775

Chixiao Chen Jieming Yin Yarui Peng Maurizio Palesi Wenxu Cao Letian Huang Amit Kumar Singh 0002 Haocong Zhi Xiaohang Wang 0001 Design Challenges of Intrachiplet and Interchiplet Interconnection. 99-109 2022 39 IEEE Des. Test 6 https://doi.org/10.1109/MDAT.2022.3203005 db/journals/dt/dt39.html#ChenYPPCH0Z022

Hengli Huang Xiaohang Wang 0001 Yingtao Jiang Amit Kumar Singh 0002 Mei Yang 0001 Letian Huang Detection of and Countermeasure Against Thermal Covert Channel in Many-Core Systems. 252-265 2022 41 IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2 https://doi.org/10.1109/TCAD.2021.3059245 db/journals/tcad/tcad41.html#HuangWJSYH22

Xiaohang Wang 0001 Shengjie Wang Yingtao Jiang Amit Kumar Singh 0002 Mei Yang 0001 Letian Huang Combating Stealthy Thermal Covert Channel Attack With Its Thermal Signal Transmitted in Direct Sequence Spread Spectrum. 4064-4075 2022 41 IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 11 https://doi.org/10.1109/TCAD.2022.3197344 db/journals/tcad/tcad41.html#WangWJSYH22

Jiaen Xu Xiaohang Wang 0001 Yingtao Jiang Amit Kumar Singh 0002 Chongyan Gu Letian Huang Mei Yang 0001 Shunbin Li Secured Data Transmission Over Insecure Networks-on-Chip by Modulating Inter-Packet Delays. 4313-4324 2022 41 IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 11 https://doi.org/10.1109/TCAD.2022.3197530 db/journals/tcad/tcad41.html#XuWJSGHYL22

Jiachen Wang 0011 Xiaohang Wang 0001 Yingtao Jiang Amit Kumar Singh 0002 Letian Huang Mei Yang 0001 On Evaluation of On-chip Thermal Covert Channel Attacks. 9-10 2022 CASES https://doi.org/10.1109/CASES55004.2022.00011 conf/cases/2022 db/conf/cases/cases2022.html#WangWJSHY22

Weilong Chen Xiaohang Wang 0001 Ye Sun Qiao Hu Letian Huang Yingtao Jiang Amit Kumar Singh 0002 Terrence S. T. Mak Mei Yang 0001 Evolution of Publications, Subjects, and Co-Authorships in Network-on-Chip Research From a Complex Network Perspective. 149399-149422 2021 9 IEEE Access https://doi.org/10.1109/ACCESS.2021.3123106 db/journals/access/access9.html#ChenWSHHJSMY21

Yinyuan Zhao Xiaohang Wang 0001 Yingtao Jiang Liang Wang 0020 Amit Kumar Singh 0002 Letian Huang Mei Yang 0001 An enhanced planned obsolescence attack by aging networks-on-chip. 102093 2021 117 J. Syst. Archit. https://doi.org/10.1016/j.sysarc.2021.102093 db/journals/jsa/jsa117.html#ZhaoWJWSHY21

Letian Huang Chikun Yuan Junshi Wang Masoumeh Ebrahimi Xuan Xie Qiang Li 0021 ECDR$^{2}$2: Error Corrector and Detector Relocation Router for Network-on-Chip. 606-613 2021 70 IEEE Trans. Computers 4 https://doi.org/10.1109/TC.2020.2991749 db/journals/tc/tc70.html#HuangYWEXL21

Hai Wang 0002 Wei Li 0216 Wenjie Qi Diya Tang Letian Huang He Tang 0003 Runtime Performance Optimization of 3-D Microprocessors in Dark Silicon. 1539-1554 2021 70 IEEE Trans. Computers 10 https://doi.org/10.1109/TC.2020.3015711 db/journals/tc/tc70.html#WangLQTHT21

Haocong Zhi Xianuo Xu Weijian Han Zhilin Gao Xiaohang Wang 0001 Maurizio Palesi Amit Kumar Singh 0002 Letian Huang A Methodology for Simulating Multi-chiplet Systems Using Open-source Simulators. 18:1-18:6 2021 NANOCOM https://doi.org/10.1145/3477206.3477459 conf/nanocom/2021 db/conf/nanocom/nanocom2021.html#ZhiXHGWP0H21

Jiachen Wang 0011 Xiaohang Wang 0001 Yingtao Jiang Amit Kumar Singh 0002 Letian Huang Mei Yang 0001 Combating Enhanced Thermal Covert Channel in Multi-/Many-Core Systems With Channel-Aware Jamming. 3276-3287 2020 39 IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 11 https://doi.org/10.1109/TCAD.2020.3012642 db/journals/tcad/tcad39.html#WangWJSHY20

Hengli Huang Xiaohang Wang 0001 Yingtao Jiang Amit Kumar Singh 0002 Mei Yang 0001 Letian Huang On Countermeasures Against the Thermal Covert Channel Attacks Targeting Many-core Systems. 1-6 2020 DAC https://doi.org/10.1109/DAC18072.2020.9218648 conf/dac/2020 db/conf/dac/dac2020.html#HuangWJ0YH20

Lihuan Wang Shuyan Jiang Shuyu Chen Junshi Wang Letian Huang Optimized mapping algorithm to extend lifetime of both NoC and cores in many-core system. 82-94 2019 67 Integr. https://doi.org/10.1016/j.vlsi.2018.10.005 https://www.wikidata.org/entity/Q128963335 db/journals/integration/integration67.html#WangJCWH19

Shuyan Jiang Qiong Wu Shuyu Chen Junkai Zhan Junshi Wang Masoumeh Ebrahimi Letian Huang Testing aware dynamic mapping for path-centric network-on-chip test. 134-143 2019 67 Integr. https://doi.org/10.1016/j.vlsi.2018.11.009 https://www.wikidata.org/entity/Q128760590 db/journals/integration/integration67.html#JiangWCZWEH19

Junshi Wang Masoumeh Ebrahimi Letian Huang Xuan Xie Qiang Li 0021 Guangjun Li Axel Jantsch Efficient Design-for-Test Approach for Networks-on-Chip. 198-213 2019 68 IEEE Trans. Computers 2 https://doi.org/10.1109/TC.2018.2865948 db/journals/tc/tc68.html#WangEHXLLJ19

Junkai Zhan Letian Huang Junshi Wang Masoumeh Ebrahimi Qiang Li 0021 Online Path-Based Test Method for Network-on-Chip. 1-5 2019 ISCAS https://doi.org/10.1109/ISCAS.2019.8702409 conf/iscas/2019 db/conf/iscas/iscas2019.html#ZhanHWE019 Letian Huang Shuyu Chen Qiong Wu Masoumeh Ebrahimi Junshi Wang Shuyan Jiang Qiang Li 0021 A lifetime-aware mapping algorithm to extend MTTF of Networks-on-Chip. 147-152 2018 ASP-DAC https://doi.org/10.1109/ASPDAC.2018.8297297 http://dl.acm.org/citation.cfm?id=3201638 conf/aspdac/2018 db/conf/aspdac/aspdac2018.html#HuangCWEWJL18 Shuyan Jiang Qiong Wu Shuyu Chen Junshi Wang Masoumeh Ebrahimi Letian Huang Qiang Li 0021 Optimizing dynamic mapping techniques for on-line NoC test. 227-232 2018 ASP-DAC https://doi.org/10.1109/ASPDAC.2018.8297310 http://dl.acm.org/citation.cfm?id=3201655 conf/aspdac/2018 db/conf/aspdac/aspdac2018.html#JiangWCWEHL18 Chikun Yuan Letian Huang Junshi Wang Qiang Li 0021 Micro-Architecture Design for Low Overhead Fault Tolerant Network-on-Chip. 1-5 2018 ISCAS https://doi.org/10.1109/ISCAS.2018.8351501 conf/iscas/2018 db/conf/iscas/iscas2018.html#YuanHWL18

Junshi Wang Masoumeh Ebrahimi Letian Huang Qiang Li 0021 Guangjun Li Axel Jantsch Minimizing the system impact of router faults by means of reconfiguration and adaptive routing. 252-263 2017 51 Microprocess. Microsystems https://doi.org/10.1016/j.micpro.2017.02.004 db/journals/mam/mam51.html#WangEHLLJ17

Hai Peng Xiaofan Zhang 0001 Letian Huang An energy efficient approach for C4.5 algorithm using OpenCL design flow. 144-151 2017 FPT https://doi.org/10.1109/FPT.2017.8280132 conf/fpt/2017 db/conf/fpt/fpt2017.html#PengZH17 Letian Huang Xinxin Lin Junshi Wang Qiang Li 0021 A low latency fault tolerant transmission mechanism for Network-on-Chip. 1-4 2017 ISCAS https://doi.org/10.1109/ISCAS.2017.8050631 conf/iscas/2017 db/conf/iscas/iscas2017.html#HuangLWL17 Junshi Wang Letian Huang Masoumeh Ebrahimi Qiang Li 0021 Guangjun Li Axel Jantsch Non-blocking BIST for continuous reliability monitoring of Networks-on-Chip. 1-4 2017 ISCAS https://doi.org/10.1109/ISCAS.2017.8050828 conf/iscas/2017 db/conf/iscas/iscas2017.html#WangHELLJ17

Letian Huang Xiaofan Zhang 0004 Masoumeh Ebrahimi Guangjun Li Tolerating transient illegal turn faults in NoCs. 104-115 2016 43 Microprocess. Microsystems https://doi.org/10.1016/j.micpro.2016.01.016 db/journals/mam/mam43.html#HuangZEL16

Letian Huang Junshi Wang Masoumeh Ebrahimi Masoud Daneshtalab Xiaofan Zhang 0004 Guangjun Li Axel Jantsch Non-Blocking Testing for Network-on-Chip. 679-692 2016 65 IEEE Trans. Computers 3 https://doi.org/10.1109/TC.2015.2489216 http://doi.ieeecomputersociety.org/10.1109/TC.2015.2489216 db/journals/tc/tc65.html#HuangWEDZLJ16

Junfeng Gao Guangjun Li Letian Huang Qiang Li 0021 An Amplifier-Free Pipeline-SAR ADC Architecture With Enhanced Speed and Energy Efficiency. 341-345 2016 63-II IEEE Trans. Circuits Syst. II Express Briefs 4 https://doi.org/10.1109/TCSII.2015.2503705 db/journals/tcas/tcasII63.html#GaoLHL16

Junshi Wang Letian Huang Qiang Li 0021 Guangjun Li Axel Jantsch Optimizing the location of ECC protection in network-on-chip. 19:1-19:10 2016 CODES+ISSS https://doi.org/10.1145/2968456.2968460 https://ieeexplore.ieee.org/document/7750972/ conf/codes/2016 db/conf/codes/codes2016.html#WangHLLJ16 Junshi Wang Yang Huang Masoumeh Ebrahimi Letian Huang Qiang Li 0021 Axel Jantsch Guangjun Li VisualNoC: A Visualization and Evaluation Environment for Simulation and Mapping. 18-25 2016 MES@ISCA https://doi.org/10.1145/2934495.2949544 conf/isca/2016mes db/conf/isca/mes2016.html#WangHEHLJL16 Yang Huang Letian Huang Xiaohang Wang 0001 A lightweight metric for the evaluation of network congestion in NoC-based MPSoC. 205-206 2016 ISOCC https://doi.org/10.1109/ISOCC.2016.7799859 conf/isocc/2016 db/conf/isocc/isocc2016.html#HuangHW16 Hai Peng Letian Huang John Chen An efficient FPGA implementation for odd-even sort based KNN algorithm using OpenCL. 207-208 2016 ISOCC https://doi.org/10.1109/ISOCC.2016.7799860 conf/isocc/2016 db/conf/isocc/isocc2016.html#PengHC16 Shuyu Chen Letian Huang Song Li An address remapping algorithm to reduce power consumption in NoC-based chip-multiprocessors. 209-210 2016 ISOCC https://doi.org/10.1109/ISOCC.2016.7799861 conf/isocc/2016 db/conf/isocc/isocc2016.html#ChenHL16 Tianchan Guan Xiaoyang Zeng Letian Huang Tianchan Guan Mingoo Seok Neural network based seizure detection system using raw EEG data. 211-212 2016 ISOCC https://doi.org/10.1109/ISOCC.2016.7799862 conf/isocc/2016 db/conf/isocc/isocc2016.html#GuanZHGS16

Letian Huang Hui Dong Junshi Wang Masoud Daneshtalab Guangjun Li WeNA: Deterministic Run-time Task Mapping for Performance Improvement in Many-core Embedded Systems. 93-96 2015 7 IEEE Embed. Syst. Lett. 4 https://doi.org/10.1109/LES.2015.2427571 db/journals/esl/esl7.html#HuangDWDL15

Yuliang Pu Jun Peng Letian Huang John Chen An Efficient KNN Algorithm Implemented on FPGA Based Heterogeneous Computing System Using OpenCL. 167-170 2015 FCCM https://doi.org/10.1109/FCCM.2015.7 https://doi.ieeecomputersociety.org/10.1109/FCCM.2015.7 conf/fccm/2015 db/conf/fccm/fccm2015.html#PuPHC15 Junshi Wang Masoumeh Ebrahimi Letian Huang Axel Jantsch Guangjun Li Design of Fault-Tolerant and Reliable Networks-on-Chip. 545-550 2015 ISVLSI https://doi.org/10.1109/ISVLSI.2015.33 https://doi.ieeecomputersociety.org/10.1109/ISVLSI.2015.33 conf/isvlsi/2015 db/conf/isvlsi/isvlsi2015.html#WangEHJL15 Xiaofan Zhang 0004 Masoumeh Ebrahimi Letian Huang Guangjun Li Axel Jantsch A Routing-Level Solution for Fault Detection, Masking, and Tolerance in NoCs. 365-369 2015 PDP https://doi.org/10.1109/PDP.2015.87 https://doi.ieeecomputersociety.org/10.1109/PDP.2015.87 conf/pdp/2015 db/conf/pdp/pdp2015.html#ZhangEHLJ15 Xiaofan Zhang 0004 Masoumeh Ebrahimi Letian Huang Guangjun Li Fault-resilient routing unit in NoCs. 164-169 2015 SoCC https://doi.org/10.1109/SOCC.2015.7406933 conf/socc/2015 db/conf/socc/socc2015.html#ZhangEHL15 Masoumeh Ebrahimi Junshi Wang Letian Huang Masoud Daneshtalab Axel Jantsch Rescuing healthy cores against disabled routers. 98-103 2014 DFT https://doi.org/10.1109/DFT.2014.6962086 https://doi.ieeecomputersociety.org/10.1109/DFT.2014.6962086 conf/dft/2014 db/conf/dft/dft2014.html#EbrahimiWHDJ14 Junshi Wang Xiaohang Wang 0001 Letian Huang Terrence S. T. Mak Guangjun Li A Fault-Tolerant Routing Algorithm for NoC Using Farthest Reachable Routers. 153-158 2013 DASC https://doi.org/10.1109/DASC.2013.54 https://doi.ieeecomputersociety.org/10.1109/DASC.2013.54 conf/dasc/2013 db/conf/dasc/dasc2013.html#WangWHML13 Jiayang Bai Wenxu Cao Chixiao Chen John Chen Ruolin Chen Shuyu Chen Weilong Chen Kai Cheng Jialin Dan Masoud Daneshtalab Hui Dong Chaoran Du Masoumeh Ebrahimi Ruoyu Fu Junfeng Gao Zhilin Gao Anu A. GokhaleAnu Gokhale Wen Gong Chongyan Gu Tianchan Guan Jie Guo 0001 Yanwen Guo 0001 Weijian Han Qiao Hu Hengli Huang Yang Huang Axel Jantsch Shuyan Jiang Yingtao Jiang Shuichang Lai Guangjun Li Qiang Li 0021 Shunbin Li Song Li Wei Li 0216 Yuanqi Li Zeyu Li Xinxin Lin Huiwen Liu Xiaoxiao Long Chengfei Lv Jiangjing Lyu Terrence S. T. Mak Maurizio Palesi Bowen Pan Hai Peng Jun Peng Yarui Peng Yuliang Pu Wenjie Qi Bo Ren 0003 Mingoo Seok Amit Kumar Singh 0002 Junyi Song Linhan Sun Ye Sun Yiyang Sun Diya Tang He Tang 0003 Chengzhi Tao Paolo Terenziani Daoheng Wang Hai Wang 0002 Jiachen Wang 0011 Junshi Wang Liang Wang 0020 Lihuan Wang Ruitai Wang Shengjie Wang Shujie Wang Xiaohang Wang 0001 Ziren Wang Qiong Wu Xuan Xie Jiaen Xu Xianuo Xu Mei Yang 0001 Dongwei Ye Jieming Yin Chikun Yuan Xiaoyang Zeng Junkai Zhan Tao Zhang Xiaofan Zhang 0001 Xiaofan Zhang 0004 Tianjin Zhao Yinyuan Zhao Haocong Zhi Kun Zhou 0001 Junqiu Zhu