Journals
X. Zhang, Y. Ma,J. Xiong, W. Hwu, V. Kindratenko, and D. Chen, "Exploring HW/SW Co-Design for Video Analysis on CPU-FPGA Heterogeneous Systems, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2021. (In press)
F. Fan,J. Xiong, M. Li, G. Wang, "On Interpretability of Artificial Neural Networks: A Survey," IEEE Transactions on Radiation and Plasma Medical Sciences, 2021. (In press)
C. Hao, J. Dotzel,J. Xiong, L. Benini, Z. Zhang, and D. Chen, "Enabling Design Methodologies and Future Trends for Edge AI: Specialization and Co-design," IEEE Design & Test, 2021. (In press)
Q. Li, X. Zhang,J. Xiong, W. Hwu, and D. Chen, "Efficient Methods for Mapping Neural Machine Translator on FPGAs," IEEE Transactions on Parallel and Distributed Systems (TPDS). Volume: 32, Issue: 7, pages 1866 - 1877. July 2021.
S. Zhang, M. Wang,J. Xiong, S. Liu, and P. Chen, "Improved Linear Convergence of Training CNNs with Generalizability Guarantees: A One-hidden-layer Case," IEEE Transactions on Neural Networks and Learning Systems (TNNLS), Vol 32, Issue 6, pages 2622 - 2635. June 2021.
W. Jiang,J. Xiong, and Y. Shi, "A Co-Design Framework of Neural Networks and Quantum Circuits Towards Quantum Advantage," Nature Communications 12, 579, Jan 2021.
R. Wang, M. Wang, andJ. Xiong, "Achieve Data Privacy and Clustering Accuracy Simultaneously Through Quantized Data Recovery," EURASIP Journal on Advances in Signal Processing. May 2020.
Y. Ding, W. Jiang, Q. Lou, J. Liu,J. Xiong, X. Hu, X. Xu, and Y. Shi, "Hardware Design and the Competency Awareness of a Neural Network," Nature Electronics, Vol. 3, September 2020.
F. Fan,J. Xiong, G. Wang, "Universal Approximation with Quadratic Deep Networks," Neural Networks, Elsevier Vol 122, Feb 2020.
E. A. Huerta, ...,J. Xiong et. al., "Enabling real-time multi-messenger astrophysics discoveries with deep learning," Nature Reviews Physics, volume 1, pages 600 -- 608, Issue 3, October 3, 2019.
M. Merler, K. Mac, D. Joshi, Q. Nguyen, S. Hammer, J. Kent,J. Xiong, M. Do, J. Smith, and R. Feris, "Automatic Curation of Sports Highlights using Multimodal Excitement Features," IEEE Transactions on MultiMedia (TMM), Volume 21, Issue 5, May 2019.
R. Wang, M. Wang, andJ. Xiong, "Data Recovery and Subspace Clustering from Quantized and Corrupted Measurements,"IEEE Journal of Selected Topics in Signal Processing, Vol 12, Issue 6, December 2018. (Cover Featured Paper)
N. S. Kim, D. Chen,J. Xiong and W. M. Hwu, "Heterogeneous Computing Meets Near-Memory Acceleration and High-Level Synthesis in the Post-Moore Era," IEEE Micro a special issue on Post-Moore's Era Supercomputing, 2017.
K. Al-jabery, Z. Xu, W. Yu, D. Wunsch,J. Xiong and Y. Shi, "Demand-Side Management of Domestic Electric Water Heaters Using Approximate Dynamic Programming," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2016.
T. Wang, C. Zhang,J. Xiong and Y. Shi, "On the Optimal Threshold Voltage Computation of On-Chip Noise Sensors," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Volume 35, Issue 10, Oct 2016.
A. Aggarwal, E. Aprilia, G. Janssen, Y. Kim, T. Kumar, R. Mueller, D. Phan, A. Raman, J. Schuddebeurs,J. Xiong, and R. Zhang, "Asset health management using predictive and prescriptive analytics for the electric power grid," IBM Journal of Research and Development, 2015.
J. Wu,J. Xiong, and Y. Shi, "Efficient Location Recognition of Multiple Line Outages with Limited PMU in Smart Grids," IEEE Transactions on Power Systems, 2015.
Y. Shi,J. Xiong, V. Zolotov, and C. Visweswariah, "Order Statistics for Correlated Random Variables and Its Application to At-Speed Testing," ACM Transactions on Design Automation of Electronic Systems, Vol. 18, No. 3, July 2013.
T. Wang, C. Zhang,J. Xiong, and Y. Shi, "On the Deployment of On-Chip Noise Sensors," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2013.
D. K. Beece, C. Visweswariah,J. Xiong, and V. Zolotov. "Transistor sizing of custom high-performance digital circuits with parametric yield considerations," Optimization and Engineering, Springer US, January 2013.
J. Chung,J. Xiong, V. Zolotov, and J. Abraham, "Testability Driven Statistical Path Selection," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 31, No. 8, August 2012.
L. Cheng, F. Gong, W. Xu,J. Xiong, L. He, and M. Sarrafzadeh, "Fourier Series Approximation for Max Operation in Non-Gaussian and Quadratic Statistical Static Timing Analysis," IEEE Transactions on Very Large Scale Integration Systems, Vol. 20, No. 8, June 2012, pp. 1383-1391.
J. Chung,J. Xiong, V. Zolotov, and J. Abraham, "Path Criticality Computation in Parameterized Statistical Timing Analysis Using a Novel Operator," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 31, No. 4, April 2012.
Y. Shi,J. Xiong, H. Chen, and L. He, "Runtime Resonance Noise Reduction with Current Prediction Enabled Frequency Actuator," IEEE Transactions on Very Large Scale Integration Systems, Vol. 19, No. 3, 2011, pp. 508-512.
P. Feldmann,J. Xiong, and D. Kung, "Towards the Virtual Power Grid: Large Scale Modeling and Simulation of Power Grids," The European Journal for the Informatics Professional, Vol. 12, Nov 4, October 2011, pp. 28-40.
V. Zolotov, J. Xiong, H. Fatemi, and C. Visweswariah, "Statistical Path Selection for At-Speed Test," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 29, No. 5, May 2010.
J. Xiong, V. Zolotov, and C. Visweswariah, "Optimal Test Margin Computation for At-Speed Structural Test," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 28, No. 9, Sept. 2009. pp. 1414-1423.
H. Chen, S. Neely,J. Xiong, V. Zolotov, and C. Visweswariah, "Statistical Power Analysis for High-Performance Processors," Journal of Low Power Electronics, Vol. 5, No. 1, April 2009. pp. 70-76.
L. Cheng,J. Xiong, and L. He, "Non-Gaussian Statistical Timing Analysis Using Second-Order Polynomial Fitting," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 28, No. 1, Jan. 2009. pp. 130-140.
Y. Shi,J. Xiong, C. Liu, and L. He, "Efficient Decoupling Capacitance Budgeting Considering Operation and Process Variations," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 27, No. 7, July 2008. pp. 1253-1263
Z. Cao, T. Jing,J. Xiong, Y. Hu, L. He, and X. Hong, "Fashion: A Fast and Accurate Solution to Global Routing Problem," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 27, No. 4, April 2008, pp.726-737.
J. Xiong, V. Zolotov, and L. He, "Robust Extraction of Spatial Correlation," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 26, No. 4, April 2007.
J. Xiong, and L. He, "Probabilistic Transitive-closure Ordering and its Application on Variational Buffer insertion," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 26, No. 4, April 2007, pp 739-742.
L. He, A. Kahng, K. Tam, andJ. Xiong, "Simultaneous Buffer Insertion and Wire Sizing Considering Systematic CMP Variation and Random Leff Variation," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 26, No.4, May 2007.
J. Xiong and L. He, "Full-chip Multilevel Routing for Power and Signal Integrity," Integration - the VLSI journal, Vol. 40, 2007, pp 226-234.
J. Xiong and L. He, "Extended Global Routing with RLC Crosstalk Constraints," IEEE Transactions on Very Large Scale Integration Systems, Vol. 13, No. 3, March 2005, pp 319-329.
L. Zhang, T. Jing, X. Hong, J. Xu,J. Xiong, and L. He, "CEE-Gr: A Global Router with Performance Optimization under Multi-Constraints," Chinese Journal of Semiconductors, Vol. 25, No. 5, 2004, pp 508-515.
J. Xiong, and L. He, "Full-chip Routing Optimization with RLC Crosstalk Budgeting," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 23, No. 3 , March 2004, pp 366-377.
X. Zhang,J. Xiong, and A. Bishop, "The effects of load and speed on lumbar vertebral kinematics during lifting motions," Human Factors, Vol. 45, No. 2, 2003, pp 296-306.
X. Zhang andJ. Xiong, "Model-guided derivation of lumbar vertebral kinematics in vivo reveals the difference between external marker-defined and internal segmental rotations," Journal of Biomechanics, Vol. 36, No. 1, January 2003, pp 9-17.