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2020 – today
- 2024
[j44]Ling Liang
, Jiqing Xie, Jie Ren, Jialiang Wang, Chang Wang:
Does transparency facilitate the fundraising capacity of public welfare crowdfunding? An empirical examination on Weibo. Ind. Manag. Data Syst. 124(5): 1846-1876 (2024)- [j43]Lei Yang, Ling Liang, Hong T. M. Chu, Kim-Chuan Toh:
A Corrected Inexact Proximal Augmented Lagrangian Method with a Relative Error Criterion for a Class of Group-Quadratic Regularized Optimal Transport Problems. J. Sci. Comput. 99(3): 79 (2024) - [c17]Renye Yan, You Wu, Yaozhong Gan, Yunfan Yang, Zhaoke Yu, Zongxi Liu, Xin Zhang, Ling Liang, Yimao Cai:
Autoencoder Reconstruction Model for Long-Horizon Exploration. IJCNN 2024: 1-8 - [i23]Ling Liang, Haizhao Yang:
On the Stochastic (Variance-Reduced) Proximal Gradient Method for Regularized Expected Reward Optimization. CoRR abs/2401.12508 (2024) - [i22]Ling Liang, Kim-Chuan Toh, Jia-Jie Zhu:
An Inexact Halpern Iteration with Application to Distributionally Robust Optimization. CoRR abs/2402.06033 (2024) - [i21]Shucheng Kang, Xiaoyang Xu, Jay Sarva, Ling Liang, Heng Yang:
Fast and Certifiable Trajectory Optimization. CoRR abs/2406.05846 (2024) - [i20]Ling Liang, Qiyuan Pang, Kim-Chuan Toh, Haizhao Yang:
Nesterov's Accelerated Jacobi-Type Methods for Large-scale Symmetric Positive Semidefinite Linear Systems. CoRR abs/2407.03272 (2024) - [i19]Ling Liang, Kim-Chuan Toh, Haizhao Yang:
Vertex Exchange Method for a Class of Quadratic Programming Problems. CoRR abs/2407.03294 (2024) - [i18]Husheng Han, Xinyao Zheng, Yuanbo Wen, Yifan Hao, Erhu Feng, Ling Liang, Jianan Mu, Xiaqing Li, TianYun Ma, Pengwei Jin, Xinkai Song, Zidong Du, Qi Guo, Xing Hu:
TensorTEE: Unifying Heterogeneous TEE Granularity for Efficient Secure Collaborative Tensor Computing. CoRR abs/2407.08903 (2024) - [i17]Renye Yan, Yaozhong Gan, You Wu, Ling Liang, Junliang Xing, Yimao Cai, Ru Huang:
The Exploration-Exploitation Dilemma Revisited: An Entropy Perspective. CoRR abs/2408.09974 (2024) - [i16]Shuzhang Zhong, Ling Liang, Yuan Wang, Runsheng Wang, Ru Huang, Meng Li:
AdapMoE: Adaptive Sensitivity-based Expert Gating and Management for Efficient MoE Inference. CoRR abs/2408.10284 (2024) - [i15]Ling Liang, Cameron Austin, Haizhao Yang:
Accelerating Multi-Block Constrained Optimization Through Learning to Optimize. CoRR abs/2409.17320 (2024) - 2023
- [j42]Guoshu Dong, Ling Liang, Lihong Wei, Jiaping Xie, Guang Yang:
Optimization model of trade credit and asset-based securitization financing in carbon emission reduction supply chain. Ann. Oper. Res. 331(1): 35-84 (2023) - [j41]Hong T. M. Chu, Ling Liang, Kim-Chuan Toh, Lei Yang:
An efficient implementable inexact entropic proximal point algorithm for a class of linear programming problems. Comput. Optim. Appl. 85(1): 107-146 (2023) - [j40]Weijun Zhu, Jiaping Xie, Yu Xia, Lihong Wei, Ling Liang:
Getting more third-party participants on board: Optimal pricing and investment decisions in competitive platform ecosystems. Eur. J. Oper. Res. 307(1): 177-192 (2023) - [j39]Fengbin Tu, Yiqi Wang, Zihan Wu, Ling Liang, Yufei Ding, Bongjin Kim, Leibo Liu, Shaojun Wei, Yuan Xie, Shouyi Yin:
ReDCIM: Reconfigurable Digital Computing- In -Memory Processor With Unified FP/INT Pipeline for Cloud AI Acceleration. IEEE J. Solid State Circuits 58(1): 243-255 (2023) - [j38]Fengbin Tu, Zihan Wu, Yiqi Wang, Ling Liang, Liu Liu, Yufei Ding, Leibo Liu, Shaojun Wei, Yuan Xie, Shouyi Yin:
TranCIM: Full-Digital Bitline-Transpose CIM-based Sparse Transformer Accelerator With Pipeline/Parallel Reconfigurable Modes. IEEE J. Solid State Circuits 58(6): 1798-1809 (2023) - [j37]Heng Yang, Ling Liang, Luca Carlone, Kim-Chuan Toh:
An inexact projected gradient method with rounding and lifting by nonlinear programming for solving rank-one semidefinite relaxation of polynomial optimization. Math. Program. 201(1): 409-472 (2023) - [j36]Ling Liang, Jilan Lin, Zheng Qu, Ishtiyaque Ahmad, Fengbin Tu, Trinabh Gupta, Yufei Ding, Yuan Xie:
SPG: Structure-Private Graph Database via SqueezePIR. Proc. VLDB Endow. 16(7): 1615-1628 (2023) - [j35]Fengbin Tu, Yiqi Wang, Ling Liang, Yufei Ding, Leibo Liu, Shaojun Wei, Shouyi Yin, Yuan Xie:
SDP: Co-Designing Algorithm, Dataflow, and Architecture for In-SRAM Sparse NN Acceleration. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(1): 109-121 (2023) - [j34]Ling Liang, Xing Hu, Lei Deng, Yujie Wu, Guoqi Li, Yufei Ding, Peng Li, Yuan Xie:
Exploring Adversarial Attack in Spiking Neural Networks With Spike-Compatible Gradient. IEEE Trans. Neural Networks Learn. Syst. 34(5): 2569-2583 (2023) - [j33]Lei Deng, Yujie Wu, Yifan Hu, Ling Liang, Guoqi Li, Xing Hu, Yufei Ding, Peng Li, Yuan Xie:
Comprehensive SNN Compression Using ADMM Optimization and Activity Regularization. IEEE Trans. Neural Networks Learn. Syst. 34(6): 2791-2805 (2023) - [c16]Yimao Cai, Yi Gao, Zongwei Wang, Lin Bao, Ling Liang, Qilin Zheng, Cuimei Wang, Ru Huang:
Device-Architecture Co-optimization for RRAM-based In-memory Computing. ASICON 2023: 1-4 - [i14]Jianyu Xu, Hanwen Zhang, Ling Liang, Lei Deng, Yuan Xie, Guoqi Li:
NP-Hardness of Tensor Network Contraction Ordering. CoRR abs/2310.06140 (2023) - 2022
- [j32]Jing Li, Ling Liang, Jiqing Xie, Jiaping Xie:
Manufacture's entry and green strategies with carbon trading policy. Comput. Ind. Eng. 171: 108472 (2022) - [j31]Haicheng Jia, Jing Li, Ling Liang, Weicai Peng, Jiqing Xie, Jiaping Xie:
Advance selling of uncertain demand in low-carbon supply chain. Ind. Manag. Data Syst. 122(12): 2680-2709 (2022) - [j30]Quoc Tran-Dinh, Ling Liang, Kim-Chuan Toh:
A New Homotopy Proximal Variable-Metric Framework for Composite Convex Minimization. Math. Oper. Res. 47(1): 508-539 (2022) - [j29]Ying Cui, Ling Liang, Defeng Sun, Kim-Chuan Toh:
On Degenerate Doubly Nonnegative Projection Problems. Math. Oper. Res. 47(3): 2219-2239 (2022) - [j28]Xing Hu, Ling Liang, Xiaobing Chen, Lei Deng, Yu Ji, Yufei Ding, Zidong Du, Qi Guo, Timothy Sherwood, Yuan Xie:
A Systematic View of Model Leakage Risks in Deep Neural Network Systems. IEEE Trans. Computers 71(12): 3254-3267 (2022) - [j27]Zheng Qu, Lei Deng, Bangyan Wang, Hengnu Chen, Jilan Lin, Ling Liang, Guoqi Li, Zheng Zhang, Yuan Xie:
Hardware-Enabled Efficient Data Processing With Tensor-Train Decomposition. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(2): 372-385 (2022) - [j26]Xiaobing Chen, Yuke Wang, Xinfeng Xie, Xing Hu, Abanti Basak, Ling Liang, Mingyu Yan, Lei Deng, Yufei Ding, Zidong Du, Yuan Xie:
Rubik: A Hierarchical Architecture for Efficient Graph Neural Network Training. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(4): 936-949 (2022) - [j25]Ling Liang, Zheng Qu, Zhaodong Chen, Fengbin Tu, Yujie Wu, Lei Deng, Guoqi Li, Peng Li, Yuan Xie:
H2Learn: High-Efficiency Learning Accelerator for High-Accuracy Spiking Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(11): 4782-4796 (2022) - [j24]Zhaohong Deng, Ling Liang, Hongtan Yang, Wei Zhang, Qiongdan Lou, Kup-Sze Choi, Te Zhang, Jin Zhou, Shitong Wang:
Enhanced Multiview Fuzzy Clustering Using Double Visible-Hidden View Cooperation and Network LASSO Constraint. IEEE Trans. Fuzzy Syst. 30(11): 4965-4979 (2022) - [j23]Zhaohong Deng, Ruixiu Liu, Peng Xu, Kup-Sze Choi, Wei Zhang, Xiaobin Tian, Te Zhang, Ling Liang, Bin Qin, Shitong Wang:
Multi-View Clustering With the Cooperation of Visible and Hidden Views. IEEE Trans. Knowl. Data Eng. 34(2): 803-815 (2022) - [j22]Ling Liang, Xudong Li, Defeng Sun, Kim-Chuan Toh:
QPPAL: A Two-phase Proximal Augmented Lagrangian Method for High-dimensional Convex Quadratic Programming Problems. ACM Trans. Math. Softw. 48(3): 33:1-33:27 (2022) - [c15]Ling Liang, Zhaodong Chen, Lei Deng, Fengbin Tu, Guoqi Li, Yuan Xie:
Accelerating Spatiotemporal Supervised Training of Large-Scale Spiking Neural Networks on GPU. DATE 2022: 658-663 - [c14]Jilan Lin, Ling Liang, Zheng Qu, Ishtiyaque Ahmad, Liu Liu, Fengbin Tu, Trinabh Gupta, Yufei Ding, Yuan Xie:
INSPIRE: in-storage private information retrieval via protocol and architecture co-design. ISCA 2022: 102-115 - [c13]Fengbin Tu, Yiqi Wang, Zihan Wu, Ling Liang, Yufei Ding, Bongjin Kim, Leibo Liu, Shaojun Wei, Yuan Xie, Shouyi Yin:
A 28nm 29.2TFLOPS/W BF16 and 36.5TOPS/W INT8 Reconfigurable Digital CIM Processor with Unified FP/INT Pipeline and Bitwise In-Memory Booth Multiplication for Cloud Deep Learning Acceleration. ISSCC 2022: 1-3 - [c12]Fengbin Tu, Zihan Wu, Yiqi Wang, Ling Liang, Liu Liu, Yufei Ding, Leibo Liu, Shaojun Wei, Yuan Xie, Shouyi Yin:
A 28nm 15.59µJ/Token Full-Digital Bitline-Transpose CIM-Based Sparse Transformer Accelerator with Pipeline/Parallel Reconfigurable Modes. ISSCC 2022: 466-468 - [c11]Ling Liang, Kaidi Xu, Xing Hu, Lei Deng, Yuan Xie:
Toward Robust Spiking Neural Network Against Adversarial Perturbation. NeurIPS 2022 - [i13]Ching-pei Lee, Ling Liang, Tianyun Tang, Kim-Chuan Toh:
Escaping Spurious Local Minima of Low-Rank Matrix Factorization Through Convex Lifting. CoRR abs/2204.14067 (2022) - [i12]Ling Liang, Kaidi Xu, Xing Hu, Lei Deng, Yuan Xie:
Toward Robust Spiking Neural Network Against Adversarial Perturbation. CoRR abs/2205.01625 (2022) - 2021
- [j21]Hengnu Chen, Lei Deng, Zheng Qu, Ling Liang, Tianyi Yan, Yuan Xie, Guoqi Li:
Tensor train decomposition for solving large-scale linear equations. Neurocomputing 464: 203-217 (2021) - [j20]Ling Liang, Lin Tian, Jiaping Xie, Jianhong Xu, Weisi Zhang:
Optimal pricing model of car-sharing: market pricing or platform pricing. Ind. Manag. Data Syst. 121(3): 594-612 (2021) - [j19]Gulizhaer Aisaiti, Ling Liang, Luhao Liu, Jiaping Xie, Tingting Zhang:
How social enterprises gain cognitive legitimacy in the post-pandemic period? Social welfare logic and digital transformation. Ind. Manag. Data Syst. 121(12): 2697-2721 (2021) - [j18]Ling Liang, Jianyu Xu, Lei Deng, Mingyu Yan, Xing Hu, Zheng Zhang, Guoqi Li, Yuan Xie:
Fast Search of the Optimal Contraction Sequence in Tensor Networks. IEEE J. Sel. Top. Signal Process. 15(3): 574-586 (2021) - [j17]Weihua Li, Quan Bai, Ling Liang, Yi Yang, Yuxuan Hu, Minjie Zhang:
Social influence minimization based on context-aware multiple influences diffusion model. Knowl. Based Syst. 227: 107233 (2021) - [j16]Ling Liang, Defeng Sun, Kim-Chuan Toh:
An Inexact Augmented Lagrangian Method for Second-Order Cone Programming with Applications. SIAM J. Optim. 31(3): 1748-1773 (2021) - [j15]Xing Hu, Yang Zhao, Lei Deng, Ling Liang, Pengfei Zuo, Jing Ye, Yingyan Lin, Yuan Xie:
Practical Attacks on Deep Neural Networks by Memory Trojaning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(6): 1230-1243 (2021) - [j14]Zhaodong Chen, Lei Deng, Guoqi Li, Jiawei Sun, Xing Hu, Ling Liang, Yufei Ding, Yuan Xie:
Effective and Efficient Batch Normalization Using a Few Uncorrelated Data for Statistics Estimation. IEEE Trans. Neural Networks Learn. Syst. 32(1): 348-362 (2021) - [c10]Pengfei Zuo, Yu Hua, Ling Liang, Xinfeng Xie, Xing Hu, Yuan Xie:
SEALing Neural Network Models in Encrypted Deep Learning Accelerators. DAC 2021: 1255-1260 - [c9]Xinfeng Xie, Zheng Liang, Peng Gu, Abanti Basak, Lei Deng, Ling Liang, Xing Hu, Yuan Xie:
SpaceA: Sparse Matrix Vector Multiplication on Processing-in-Memory Accelerator. HPCA 2021: 570-583 - [c8]Hussam Amrouch, Jian-Jia Chen, Kaushik Roy, Yuan Xie, Indranil Chakraborty, Wenqin Huangfu, Ling Liang, Fengbin Tu, Cheng Wang, Mikail Yayla:
Brain-Inspired Computing: Adventure from Beyond CMOS Technologies to Beyond von Neumann Architectures ICCAD Special Session Paper. ICCAD 2021: 1-9 - [c7]Husheng Han, Kaidi Xu, Xing Hu, Xiaobing Chen, Ling Liang, Zidong Du, Qi Guo, Yanzhi Wang, Yunji Chen:
ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers. NeurIPS 2021: 28169-28181 - [i11]Heng Yang, Ling Liang, Kim-Chuan Toh, Luca Carlone:
STRIDE along Spectrahedral Vertices for Solving Large-Scale Rank-One Semidefinite Relaxations. CoRR abs/2105.14033 (2021) - [i10]Ling Liang, Zheng Qu, Zhaodong Chen, Fengbin Tu, Yujie Wu, Lei Deng, Guoqi Li, Peng Li, Yuan Xie:
H2Learn: High-Efficiency Learning Accelerator for High-Accuracy Spiking Neural Networks. CoRR abs/2107.11746 (2021) - [i9]Husheng Han, Kaidi Xu, Xing Hu, Xiaobing Chen, Ling Liang, Zidong Du, Qi Guo, Yanzhi Wang, Yunji Chen:
ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers. CoRR abs/2110.14120 (2021) - 2020
- [j13]Jiaping Xie, Jing Li, Ling Liang, Xu Fang, Guang Yang, Lihong Wei:
Contracting Emissions Reduction Supply Chain Based on Market Low-Carbon Preference and Carbon Intensity Constraint. Asia Pac. J. Oper. Res. 37(2): 2050003:1-2050003:34 (2020) - [j12]Lei Deng, Guanrui Wang, Guoqi Li, Shuangchen Li, Ling Liang, Maohua Zhu, Yujie Wu, Zheyu Yang, Zhe Zou, Jing Pei, Zhenzhi Wu, Xing Hu, Yufei Ding, Wei He, Yuan Xie, Luping Shi:
Tianjic: A Unified and Scalable Chip Bridging Spike-Based and Continuous Neural Computation. IEEE J. Solid State Circuits 55(8): 2228-2246 (2020) - [j11]Lei Deng, Yujie Wu, Xing Hu, Ling Liang, Yufei Ding, Guoqi Li, Guangshe Zhao, Peng Li, Yuan Xie:
Rethinking the performance comparison between SNNS and ANNS. Neural Networks 121: 294-307 (2020) - [j10]Lei Deng, Yuan Xie, Ling Liang, Guanrui Wang, Liang Chang, Xing Hu, Xin Ma, Liu Liu, Jing Pei, Guoqi Li:
SemiMap: A Semi-Folded Convolution Mapping for Speed-Overhead Balance on Crossbars. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(1): 117-130 (2020) - [c6]Xing Hu, Ling Liang, Shuangchen Li, Lei Deng, Pengfei Zuo, Yu Ji, Xinfeng Xie, Yufei Ding, Chang Liu, Timothy Sherwood, Yuan Xie:
DeepSniffer: A DNN Model Extraction Framework Based on Learning Architectural Hints. ASPLOS 2020: 385-399 - [c5]Mingyu Yan, Lei Deng, Xing Hu, Ling Liang, Yujing Feng, Xiaochun Ye, Zhimin Zhang, Dongrui Fan, Yuan Xie:
HyGCN: A GCN Accelerator with Hybrid Architecture. HPCA 2020: 15-29 - [i8]Ling Liang, Xing Hu, Lei Deng, Yujie Wu, Guoqi Li, Yufei Ding, Peng Li, Yuan Xie:
Exploring Adversarial Attack in Spiking Neural Networks with Spike-Compatible Gradient. CoRR abs/2001.01587 (2020) - [i7]Mingyu Yan, Lei Deng, Xing Hu, Ling Liang, Yujing Feng, Xiaochun Ye, Zhimin Zhang, Dongrui Fan, Yuan Xie:
HyGCN: A GCN Accelerator with Hybrid Architecture. CoRR abs/2001.02514 (2020) - [i6]Pengfei Zuo, Yu Hua, Ling Liang, Xinfeng Xie, Xing Hu, Yuan Xie:
SEALing Neural Network Models in Secure Deep Learning Accelerators. CoRR abs/2008.03752 (2020) - [i5]Xiaobing Chen, Yuke Wang, Xinfeng Xie, Xing Hu, Abanti Basak, Ling Liang, Mingyu Yan, Lei Deng, Yufei Ding, Zidong Du, Yunji Chen, Yuan Xie:
Rubik: A Hierarchical Architecture for Efficient Graph Learning. CoRR abs/2009.12495 (2020)
2010 – 2019
- 2019
- [j9]Lingcheng Kong, Ling Liang, Jianhong Xu, Weisi Zhang, Weijun Zhu:
The optimization of pricing strategy for the wind power equipment aftermarket service. Ind. Manag. Data Syst. 119(3): 521-546 (2019) - [i4]Xing Hu, Ling Liang, Lei Deng, Shuangchen Li, Xinfeng Xie, Yu Ji, Yufei Ding, Chang Liu, Timothy Sherwood, Yuan Xie:
Neural Network Model Extraction Attacks in Edge Devices by Hearing Architectural Hints. CoRR abs/1903.03916 (2019) - [i3]Zhaohong Deng, Chen Cui, Peng Xu, Ling Liang, Haoran Chen, Te Zhang, Shitong Wang:
Multi-View Fuzzy Clustering with The Alternative Learning between Shared Hidden Space and Partition. CoRR abs/1908.04771 (2019) - [i2]Lei Deng, Yujie Wu, Yifan Hu, Ling Liang, Guoqi Li, Xing Hu, Yufei Ding, Peng Li, Yuan Xie:
Comprehensive SNN Compression Using ADMM Optimization and Activity Regularization. CoRR abs/1911.00822 (2019) - 2018
- [j8]Ling Liang, Lei Deng, Yueling Zeng, Xing Hu, Yu Ji, Xin Ma, Guoqi Li, Yuan Xie:
Crossbar-Aware Neural Network Pruning. IEEE Access 6: 58324-58337 (2018) - [j7]Jiaping Xie, Yu Xia, Ling Liang, Weisi Zhang, Minghong Shi:
Pricing strategy for renewable energy source electricity in the competitive hybrid electricity market. Ind. Manag. Data Syst. 118(5): 1071-1093 (2018) - [c4]Yu Ji, Ling Liang, Lei Deng, Youyang Zhang, Youhui Zhang, Yuan Xie:
TETRIS: TilE-matching the TRemendous Irregular Sparsity. NeurIPS 2018: 4119-4129 - [i1]Ling Liang, Lei Deng, Yueling Zeng, Xing Hu, Yu Ji, Xin Ma, Guoqi Li, Yuan Xie:
Crossbar-aware neural network pruning. CoRR abs/1807.10816 (2018) - 2017
- [j6]Jiaping Xie, Zhong Li, Yu Xia, Ling Liang, Weisi Zhang:
Optimizing capacity investment on renewable energy source supply chain. Comput. Ind. Eng. 107: 57-73 (2017) - [j5]Keliang Zhou, Taigang Liu, Ling Liang:
Security in cyber-physical systems: challenges and solutions. Int. J. Auton. Adapt. Commun. Syst. 10(4): 391-408 (2017) - [j4]Ling Liang, Jiaping Xie, Luhao Liu, Yu Xia:
Revenue sharing contract coordination of wind turbine order policy and aftermarket service based on joint effort. Ind. Manag. Data Syst. 117(2): 320-345 (2017) - [j3]Lingcheng Kong, Zhong Li, Ling Liang, Jiaping Xie:
RES-E capacity investment under uncertain renewable energy supply and volatile electricity spot price. Ind. Manag. Data Syst. 117(6): 1145-1165 (2017) - [c3]Xiang Yu, Ling Liang, Ruonan Zhou, Roopak Sinha:
A software architecture for energy consumption optimization in location-based mobile applications. IECON 2017: 5400-5405 - 2016
- [j2]Keliang Zhou, Taigang Liu, Ling Liang:
From cyber-physical systems to Industry 4.0: make future manufacturing become possible. Int. J. Manuf. Res. 11(2): 167-188 (2016) - 2015
- [j1]Jiaping Xie, Zhong June Li, Yong Yao, Ling Liang:
Dynamic acquisition pricing policy under uncertain remanufactured-product demand. Ind. Manag. Data Syst. 115(3): 521-540 (2015) - 2013
- [c2]Keliang Zhou, Binbin Liu, Cen Ye, Ling Liang:
Design Support Tools of Cyber-Physical Systems. CloudComp 2013: 258-267
2000 – 2009
- 2009
- [c1]Hongtu Ma, Rongcai Zhao, Ling Liang, Xun Li:
A Multi-variable Algorithm for Placing Phi-nodes. ACIS-ICIS 2009: 39-43
Coauthor Index
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