The application of bit-serial CORDIC computational units to the design of inverse kinematics processors. - Ronald G. Harber; Xiaobo Sharon Hu; J. Li; Steven C. Bass (ICRA, 1988)

Expanding the Range of Convergence of the CORDIC Algorithm. - Xiaobo Hu 001; Ronald G. Harber; Steven C. Bass (IEEE Trans. Computers, 1991)

A neglected error source in the CORDIC algorithm. - Xiaobo Hu 001; Steven C. Bass (ISCAS, 1993)

An Efficient Implementation of Singular Value Decomposition Rotation Transformations with CORDIC Processors. - Xiaobo Hu 001; Steven C. Bass; Ronald G. Harber (J. Parallel Distributed Comput., 1993)

Configuration-level hardware/software partitioning for real-time embedded systems. - Joseph G. D'Ambrosio; Xiaobo Sharon Hu (CODES, 1994)

Codesign of architectures for automotive powertrain modules. - Xiaobo Hu 001; Joseph G. D'Ambrosio; Brian T. Murray; Dah-Lain Tang (IEEE Micro, 1994)

Minimizing the number of delay buffers in the synchronization of pipelined systems. - Xiaobo Sharon Hu; Steven C. Bass; Ronald G. Harber (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 1994)

Efficient Approximation Algorithms for Floorplan Area Minimization. - Danny Z. Chen; Xiaobo Hu 001 (DAC, 1996)

Fitness Functions for Multiple Objective Optimization Problems: Combining Preferences with Pareto Rankings. - Garrison W. Greenwood; Xiaobo Hu 001; Joseph G. D'Ambrosio (FOGA, 1996)

An Evolutionary Approach to Hardware/ Software Partitioning. - Xiaobo Hu 001; Garrison W. Greenwood; Joseph G. D'Ambrosio (PPSN, 1996)

Fast and Efficient Operations on Parallel Priority Queues. - Danny Z. Chen; Xiaobo Sharon Hu (Parallel Process. Lett., 1996)

Predicting Timing Behavior in Architectural Design Exploration of Real-Time Embedded Systems. - Rajeshkumar S. Sambandam; Xiaobo Hu 001 (DAC, 1997)

Scheduling for power reduction in a real-time system. - Jason J. Brown; Danny Z. Chen; Garrison W. Greenwood; Xiaobo Hu 001; Richard W. Taylor (ISLPED, 1997)

Hardware-Software Partitioning for Real-Time Embedded Systems. - Xiaobo Sharon Hu; Joseph G. D'Ambrosio (Des. Autom. Embed. Syst., 1997)

A probabilistic performance metric for real-time system design. - Tao Zhou; Xiaobo Sharon Hu; Edwin Hsing-Mean Sha (CODES, 1999)

A Framework for User Assisted Design Space Exploration. - Xiaobo Hu 001; Garrison W. Greenwood; S. Ravichandran; Gang Quan (DAC, 1999)

Efficient Algorithms for Finding Highly Acceptable Designs Based on Module-Utility Selections. - Chantana Chantrapornchai; Edwin Hsing-Mean Sha; Xiaobo Sharon Hu (Great Lakes Symposium on VLSI, 1999)

Preference-Driven Hierarchical Hardware/Software Partitioning. - Gang Quan; Xiaobo Hu 001; Garrison W. Greenwood (ICCD, 1999)

Low energy register allocation beyond basic blocks. - Yumin Zhang; Xiaobo Hu 001; Danny Z. Chen (ISCAS (1), 1999)

Global register allocation for minimizing energy consumption. - Yumin Zhang; Xiaobo Hu 001; Danny Z. Chen (ISLPED, 1999)

Modeling epistatic interactions in fitness landscapes. - Xiaobo Hu 001; Garrison W. Greenwood; S. Ravichandran (CEC, 2000)

Fast performance prediction for periodic task systems. - Xiaobo Sharon Hu; Gang Quan (CODES, 2000)

Efficient algorithms for acceptable design exploration. - Chantana Chantrapornchai; Edwin Hsing-Mean Sha; Xiaobo Hu 001 (ACM Great Lakes Symposium on VLSI, 2000)

Optimal Polygon Cover Problems and Applcations. - Danny Z. Chen; Xiaobo Hu 001; Xiaodong Wu 001 (ISAAC, 2000)

Optimal Beam Penetrations in Two and Three Dimensions. - Danny Z. Chen; Xiaobo Hu 001; Jinhui Xu 001 (ISAAC, 2000)

Enhanced Fixed-Priority Scheduling with (m, k)-Firm Guarantee. - Gang Quan; Xiaobo Sharon Hu (RTSS, 2000)

Multi-Valued Performance Metrics for Real-Time Embedded Systems. - Xiaobo Hu 001; Rajeshkumar S. Sambandam (Des. Autom. Embed. Syst., 2000)

Efficient module selections for finding highly acceptable designs based on inclusion scheduling. - Chantana Chantrapornchai; Edwin Hsing-Mean Sha; Xiaobo Sharon Hu (J. Syst. Archit., 2000)

Efficient design exploration based on module utility selection. - Chantana Chantrapornchai; Edwin Hsing-Mean Sha; Xiaobo Sharon Hu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2000)

Combined partitioning and data padding for scheduling multiple loop nests. - Zhong Wang 004; Edwin Hsing-Mean Sha; Xiaobo Hu 001 (CASES, 2001)

Maximum Red/Blue Interval Matching with Applications. - Danny Z. Chen; Xiaobo Hu 001; Xiaodong Wu 001 (COCOON, 2001)

Algorithms for congruent sphere packing and applications. - Danny Z. Chen; Xiaobo Hu 001; Yingping Huang; Yifan Li; Jinhui Xu 001 (SCG, 2001)

Energy Efficient Fixed-Priority Scheduling for Real-Time Systems on Variable Voltage Processors. - Gang Quan; Xiaobo Hu 001 (DAC, 2001)

Efficient Performance Estimation for General Real-Time Task Systems. - Hongchao (Stephanie) Liu; Xiaobo Sharon Hu (ICCAD, 2001)

Linear-time Matrix Transpose Algorithms Using Vector Register File With Diagonal Registers. - Bedros Hanounik; Xiaobo Sharon Hu (IPDPS, 2001)

Determining an Optimal Penetration Among Weighted Regions in Two and Three Dimensions. - Danny Z. Chen; Ovidiu Daescu; Xiaobo Hu 001; Xiaodong Wu 001; Jinhui Xu 001 (J. Comb. Optim., 2001)

Efficient list-approximation techniques for floorplan area minimization. - Xiaobo Hu 001; Danny Z. Chen; Rajeshkumar S. Sambandam (ACM Trans. Design Autom. Electr. Syst., 2001)

Estimating probabilistic timing performance for real-time embedded systems. - Xiaobo Sharon Hu; Tao Zhou; Edwin Hsing-Mean Sha (IEEE Trans. Very Large Scale Integr. Syst., 2001)

Task scheduling and voltage selection for energy minimization. - Yumin Zhang; Xiaobo Hu 001; Danny Z. Chen (DAC, 2002)

Minimum Energy Fixed-Priority Scheduling for Variable Voltage Processor. - Gang Quan; Xiaobo Hu 001 (DATE, 2002)

A realistic variable voltage scheduling model for real-time applications. - Bren Mochocki; Xiaobo Sharon Hu; Gang Quan (ICCAD, 2002)

Processor Utilization Bounds for Real-Time Systems With Precedence Constraints. - Hongchao (Stephanie) Liu; Xiaobo Sharon Hu (Des. Autom. Embed. Syst., 2002)

Optimal Polygon Cover Problems and Applications. - Danny Z. Chen; Xiaobo Hu 001; Xiaodong Wu 001 (Int. J. Comput. Geom. Appl., 2002)

Cell selection from technology libraries for minimizing power. - Yumin Zhang; Xiaobo Sharon Hu; Danny Z. Chen (Integr., 2002)

Efficient global register allocation for minimizing energy consumption. - Yumin Zhang; Xiaobo Hu 001; Danny Z. Chen (ACM SIGPLAN Notices, 2002)

SEA: fast power estimation for micro-architectures. - Praveen Kalla; Jörg Henkel; Xiaobo Sharon Hu (ASP-DAC, 2003)

Register aware scheduling for distributed cache clustered architecture. - Zhong Wang 004; Xiaobo Sharon Hu; Edwin Hsing-Mean Sha (ASP-DAC, 2003)

Energy minimization of real-time tasks on variable voltage processors with transition energy overhead. - Yumin Zhang; Xiaobo Sharon Hu; Danny Z. Chen (ASP-DAC, 2003)

LRU-SEQ: A Novel Replacement Policy for Transition Energy Reduction in Instruction Caches. - Praveen Kalla; Xiaobo Sharon Hu; Jörg Henkel (ICCAD, 2003)

Guest Editors' Introduction: Taking on the Embedded System Design Challenge. - Jörg Henkel; Xiaobo Hu 001; Shuvra S. Bhattacharyya (Computer, 2003)

Finding an optimal path without growing the tree. - Danny Z. Chen; Ovidiu Daescu; Xiaobo Hu 001; Jinhui Xu 001 (J. Algorithms, 2003)

Computing Optimal Beams in Two and Three Dimensions. - Danny Z. Chen; Xiaobo Hu 001; Jinhui Xu 001 (J. Comb. Optim., 2003)

Minimal energy fixed-priority scheduling for variable voltage processors. - Gang Quan; Xiaobo Sharon Hu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2003)

Quantum-Dot Cellular Automata (QCA) circuit partitioning: problem modeling and solutions. - Dominic A. Antonelli; Danny Z. Chen; Timothy J. Dysart; Xiaobo Sharon Hu; Andrew B. Kahng; Peter M. Kogge; Richard C. Murphy; Michael T. Niemier (DAC, 2004)

Power Aware Variable Partitioning and Instruction Scheduling for Multiple Memory Banks. - Zhong Wang 004; Xiaobo Sharon Hu (DATE, 2004)

Exploiting Dynamic Workload Variation in Offline Low Energy Voltage Scheduling. - Lap-Fai Leung; Chi-Ying Tsui; Xiaobo Sharon Hu (PATMOS, 2004)

Fixed Priority Scheduling for Reducing Overall Energy on Variable Voltage Processors. - Gang Quan; Linwei Niu; Xiaobo Sharon Hu; Bren Mochocki (RTSS, 2004)

Geometric algorithms for static leaf sequencing problems in radiation therapy. - Danny Z. Chen; Xiaobo Sharon Hu; Shuang (Sean) Luan; Chao Wang 002; Xiaodong Wu 001 (Int. J. Comput. Geom. Appl., 2004)

A unified approach to variable voltage scheduling for nonideal DVS processors. - Bren Mochocki; Xiaobo Sharon Hu; Gang Quan (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2004)

Mountain reduction, block matching, and applications in intensity-modulated radiation therapy. - Danny Z. Chen; Xiaobo Sharon Hu; Chao Wang 002; Xiaodong Wu 001 (SCG, 2005)

Exploiting Dynamic Workload Variation in Low Energy Preemptive Task Scheduling. - Lap-Fai Leung; Chi-Ying Tsui; Xiaobo Sharon Hu (DATE, 2005)

Scheduling Tasks with Markov-Chain Based Constraints. - Donglin Liu; Xiaobo Sharon Hu; Michael D. Lemmon; Qiang Ling 001 (ECRTS, 2005)

Practical On-line DVS Scheduling for Fixed-Priority Real-Time Systems. - Bren Mochocki; Xiaobo Sharon Hu; Gang Quan (IEEE Real-Time and Embedded Technology and Applications Symposium, 2005)

Optimal Terrain Construction Problems and Applications in Intensity-Modulated Radiation Therapy. - Danny Z. Chen; Xiaobo Sharon Hu; Shuang Luan; Xiaodong Wu 001; Cedric X. Yu (Algorithmica, 2005)

Hardware/software codesign for DSP (from the Guest Editor). - Shuvra S. Bhattacharyya; Jörg Henkel; Xiaobo Sharon Hu (IEEE Signal Process. Mag., 2005)

Energy-aware variable partitioning and instruction scheduling for multibank memory architectures. - Zhong Wang 004; Xiaobo Sharon Hu (ACM Trans. Design Autom. Electr. Syst., 2005)

Methods for power optimization in distributed embedded systems with real-time requirements. - Razvan Racu; Arne Hamann 001; Rolf Ernst; Bren Mochocki; Xiaobo Sharon Hu (CASES, 2006)

A Leaf Sequencing Software for Intensity-Modulated Radiation Therapy. - Shuang Luan; Chao Wang 002; Danny Z. Chen; Xiaobo Sharon Hu (CBMS, 2006)

Signature-based workload estimation for mobile 3D graphics. - Bren Mochocki; Kanishka Lahiri; Srihari Cadambi; Xiaobo Sharon Hu (DAC, 2006)

An FPGA Solution for Radiation Dose Calculation. - Kevin Whitton; Xiaobo Sharon Hu; Cedric X. Yu; Danny Z. Chen (FCCM, 2006)

Using CAD to shape experiments in molecular QCA. - Michael T. Niemier; Michael Crocker; Xiaobo Sharon Hu; Marya Lieberman (ICCAD, 2006)

Shape Rectangularization Problems in Intensity-Modulated Radiation Therapy. - Danny Z. Chen; Xiaobo Sharon Hu; Shuang Luan; Ewa Misiolek; Chao Wang 002 (ISAAC, 2006)

PLAs in Quantum-dot Cellular Automata. - Xiaobo Sharon Hu; Michael Crocker; Michael T. Niemier; Minjun Yan; Gary H. Bernstein (ISVLSI, 2006)

Generalized Elastic Scheduling. - Thidapat Chantem; Xiaobo Sharon Hu; Michael D. Lemmon (RTSS, 2006)

Generalized Geometric Approaches for Leaf Sequencing Problems in Radiation Therapy. - Danny Z. Chen; Xiaobo Sharon Hu; Shuang Luan; Shahid A. Naqvi; Chao Wang 002; Cedric X. Yu (Int. J. Comput. Geom. Appl., 2006)

Firm Real-Time System Scheduling Based on a Novel QoS Constraint. - Donglin Liu; Xiaobo Sharon Hu; Michael D. Lemmon; Qiang Ling 001 (IEEE Trans. Computers, 2006)

Distance-based recent use (DRU): an enhancement to instruction cache replacement policies for transition energy reduction. - Praveen Kalla; Xiaobo Sharon Hu; Jörg Henkel (IEEE Trans. Very Large Scale Integr. Syst., 2006)

Hardware Acceleration for 3-D Radiation Dose Calculation. - Bo Zhou 018; Xiaobo Sharon Hu; Danny Z. Chen; Cedric X. Yu (ASAP, 2007)

Fault Models and Yield Analysis for QCA-based PLAs. - Michael Crocker; Michael T. Niemier; Xiaobo Sharon Hu (FPL, 2007)

On Self-triggered Full-Information H-Infinity Controllers. - Michael D. Lemmon; Thidapat Chantem; Xiaobo Sharon Hu; Matthew Zyskowski (HSCC, 2007)

Clocking structures and power analysis for nanomagnet-based logic devices. - Michael T. Niemier; M. Alam; Xiaobo Sharon Hu; Gary H. Bernstein; Wolfgang Porod; M. Putney; J. DeAngelis (ISLPED, 2007)

Network-Aware Dynamic Voltage and Frequency Scaling. - Bren Mochocki; Dinesh Rajan; Xiaobo Sharon Hu; Christian Poellabauer; Kathleen Otten; Thidapat Chantem (IEEE Real-Time and Embedded Technology and Applications Symposium, 2007)

Approximating the Maximum Sharing Problem. - Amitabh Chaudhary; Danny Z. Chen; Rudolf Fleischer; Xiaobo Sharon Hu; Jian Li 015; Michael T. Niemier; Zhiyi Xie; Hong Zhu 004 (WADS, 2007)

Searching for multiobjective preventive maintenance schedules: Combining preferences with evolutionary algorithms. - Gang Quan; Garrison W. Greenwood; Donglin Liu; Xiaobo Sharon Hu (Eur. J. Oper. Res., 2007)

Fabricatable Interconnect and Molecular QCA Circuits. - Amitabh Chaudhary; Danny Z. Chen; Xiaobo Sharon Hu; Michael T. Niemier; Ramprasad Ravichandran; Kevin Whitton (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2007)

Energy efficient DVS schedule for fixed-priority real-time systems. - Gang Quan; Xiaobo Sharon Hu (ACM Trans. Embed. Comput. Syst., 2007)

Transition-overhead-aware voltage scheduling for fixed-priority real-time systems. - Bren Mochocki; Xiaobo Sharon Hu; Gang Quan (ACM Trans. Design Autom. Electr. Syst., 2007)

Design and defect tolerance beyond CMOS. - Xiaobo Sharon Hu; Alexander Khitun; Konstantin K. Likharev; Michael T. Niemier; Mingqiang Bao; Kang L. Wang (CODES+ISSS, 2008)

Fabrication Variations and Defect Tolerance for Nanomagnet-Based QCA. - Michael T. Niemier; Michael Crocker; Xiaobo Sharon Hu (DFT, 2008)

Period and Deadline Selection for Schedulability in Real-Time Systems. - Thidapat Chantem; Xiaofeng Wang 007; Michael D. Lemmon; Xiaobo Sharon Hu (ECRTS, 2008)

Wireless channel access reservation for embedded real-time systems. - Dinesh Rajan; Christian Poellabauer; Xiaobo Sharon Hu; Liqiang Zhang 002; Kathleen Otten (EMSOFT, 2008)

Temperature-aware test scheduling for multiprocessor systems-on-chip. - David R. Bild; Sanchit Misra; Thidapat Chantem; Prabhat Kumar 002; Robert P. Dick; Xiaobo Sharon Hu; Li Shang; Alok N. Choudhary (ICCAD, 2008)

Bridging the gap between nanomagnetic devices and circuits. - Michael T. Niemier; Xiaobo Sharon Hu; Aaron Dingler; M. Tanvir Alam; Gary H. Bernstein; Wolfgang Porod (ICCD, 2008)

Defect tolerance in QCA-based PLAs. - Michael Crocker; Xiaobo Sharon Hu; Michael T. Niemier (NANOARCH, 2008)

Mountain Reduction, Block Matching, and Applications in Intensity-Modulated Radiation Therapy. - Danny Z. Chen; Xiaobo Sharon Hu; Chao Wang 002; Shuang Luan; Xiaodong Wu 001 (Int. J. Comput. Geom. Appl., 2008)

A Flexible Framework for Communication Evaluation in SoC Design. - Praveen Kalla; Xiaobo Sharon Hu; Jörg Henkel (Int. J. Parallel Program., 2008)

Molecular QCA design with chemically reasonable constraints. - Michael Crocker; Michael T. Niemier; Xiaobo Sharon Hu; Marya Lieberman (ACM J. Emerg. Technol. Comput. Syst., 2008)

Controlling Magnetic Circuits: How Clock Structure Implementation will Impact Logical Correctness and Power. - Aaron Dingler; M. Jafar Siddiq; Michael T. Niemier; Xiaobo Sharon Hu; M. Tanvir Alam; Gary H. Bernstein; Wolfgang Porod (DFT, 2009)

Online work maximization under a peak temperature constraint. - Thidapat Chantem; Xiaobo Sharon Hu; Robert P. Dick (ISLPED, 2009)

System-level energy and performance projections for nanomagnet-based logic. - Aaron Dingler; Michael T. Niemier; Xiaobo Sharon Hu; Michael Garrison; M. Tanvir Alam (NANOARCH, 2009)

Energy-Conscious Co-scheduling of Tasks and Packets in Wireless Real-Time Environments. - Jun Yi; Christian Poellabauer; Xiaobo Sharon Hu; Jeff Simmer; Liqiang Zhang 002 (IEEE Real-Time and Embedded Technology and Applications Symposium, 2009)

A Metric for Judicious Relaxation of Timing Constraints in Soft Real-Time Systems. - Yue Yu 002; Shangping Ren; Xiaobo Sharon Hu (IEEE Real-Time and Embedded Technology and Applications Symposium, 2009)

A multi-FPGA accelerator for radiation dose calculation in cancer treatment. - Bo Zhou 018; Xiaobo Sharon Hu; Danny Z. Chen; Cedric X. Yu (SASP, 2009)

Fixed-priority scheduling to reduce both the dynamic and leakage energy on variable voltage processors. - Gang Quan; Linwei Niu; Bren Mochocki; Xiaobo Sharon Hu (Int. J. Embed. Syst., 2009)

Defects and faults in QCA-based PLAs. - Michael Crocker; Xiaobo Sharon Hu; Michael T. Niemier (ACM J. Emerg. Technol. Comput. Syst., 2009)

Generalized Elastic Scheduling for Real-Time Tasks. - Thidapat Chantem; Xiaobo Sharon Hu; Michael D. Lemmon (IEEE Trans. Computers, 2009)

Hardware/software co-design for high performance computing: challenges and opportunities. - Xiaobo Sharon Hu; Richard C. Murphy; Sudip S. Dosanjh; Kunle Olukotun; Stephen Poole 001 (CODES+ISSS, 2010)

System-level reliability modeling for MPSoCs. - Xiang Yun; Thidapat Chantem; Robert P. Dick; Xiaobo Sharon Hu; Li Shang (CODES+ISSS, 2010)

Reducing Delay Jitter of Real-Time Control Tasks through Adaptive Deadline Adjustments. - Shengyan Hong; Xiaobo Sharon Hu; Michael D. Lemmon (ECRTS, 2010)

Design and comparison of NML systolic architectures. - Michael Crocker; Xiaobo Sharon Hu; Michael T. Niemier (NANOARCH, 2010)

Network-aware, energy-conscious, fair service for real-time applications on multiprocessor SoC. - Thidapat Chantem; Xiaobo Sharon Hu; Christian Poellabauer; Jun Yi; Liqiang Zhang 002 (SIGBED Rev., 2010)

Dynamic channel reservations for wireless multihop communications. - Jun Yi; Christian Poellabauer; Xiaobo Sharon Hu; Thidapat Chantem; Liqiang Zhang 002 (ACM SIGMOBILE Mob. Comput. Commun. Rev., 2010)

Almost sure stability of networked control systems under exponentially bounded bursts of dropouts. - Michael D. Lemmon; Xiaobo Sharon Hu (HSCC, 2011)

Collapsed-cone based deformation field regularization for nonrigid image registration. - Bo Zhou 018; Cedric X. Yu; Andrew Godley; X. Allen Li; Xiaobo Sharon Hu; Danny Z. Chen (ISBI, 2011)

Characterizing the L1 Data Cache's Vulnerability to Transient Errors in Chip-Multiprocessors. - Li Tang 007; Shuai Wang 006; Jie S. Hu; Xiaobo Sharon Hu (ISVLSI, 2011)

An Online Holistic Scheduling Framework for Energy-Constrained Wireless Real-Time Systems. - Thidapat Chantem; Jun Yi; Shengyan Hong; Xiaobo Sharon Hu; Christian Poellabauer; Liqiang Zhang 002 (RTCSA (1), 2011)

Meeting End-to-End Deadlines through Distributed Local Deadline Assignments. - Shengyan Hong; Thidapat Chantem; Xiaobo Sharon Hu (RTSS, 2011)

Memory-efficient volume ray tracing on GPU for radiotherapy. - Bo Zhou 018; Xiaobo Sharon Hu; Danny Z. Chen (SASP, 2011)

Shape Rectangularization Problems in Intensity-Modulated Radiation Therapy. - Nikhil Bansal 001; Danny Z. Chen; Don Coppersmith; Xiaobo Sharon Hu; Shuang Luan; Ewa Misiolek; Baruch Schieber; Chao Wang 002 (Algorithmica, 2011)

Performance and Energy Impact of Locally Controlled NML Circuits. - Aaron Dingler; Michael T. Niemier; Xiaobo Sharon Hu; Evan Lent (ACM J. Emerg. Technol. Comput. Syst., 2011)

Minimum Bandwidth Reservations for Periodic Streams in Wireless Real-Time Systems. - Jun Yi; Christian Poellabauer; Xiaobo Sharon Hu; Liqiang Zhang 002 (IEEE Trans. Mob. Comput., 2011)

A Metric for Quantifying Similarity between Timing Constraint Sets in Real-Time Systems. - Yue Yu 002; Shangping Ren; Xiaobo Sharon Hu (ACM Trans. Design Autom. Electr. Syst., 2011)

Temperature-Aware Scheduling and Assignment for Hard Real-Time Applications on MPSoCs. - Thidapat Chantem; Xiaobo Sharon Hu; Robert P. Dick (IEEE Trans. Very Large Scale Integr. Syst., 2011)

A cost-effective tag design for memory data authentication in embedded systems. - Mei Hong; Hui Guo 001; Xiaobo Sharon Hu (CASES, 2012)

Making non-volatile nanomagnet logic non-volatile. - Aaron Dingler; Steve Kurtz; Michael T. Niemier; Xiaobo Sharon Hu; György Csaba; Joseph Nahas; Wolfgang Porod; Gary H. Bernstein; Peng Li; Vjiay Karthik Sankar (DAC, 2012)

On the Role of Co-design in High Performance Computing. - Richard F. Barrett; Shekhar Borkar; Sudip S. Dosanjh; Simon D. Hammond; Michael A. Heroux; Xiaobo Sharon Hu; Justin Luitjens; Steven G. Parker; John Shalf; Li Tang 007 (High Performance Computing Workshop (2), 2012)

Toward codesign in high performance computing systems. - Richard F. Barrett; Xiaobo Sharon Hu; Sudip S. Dosanjh; Steven G. Parker; Michael A. Heroux; John Shalf (ICCAD, 2012)

WiP Abstract: Supporting Coordinated Negotiation in CPS Design. - Xiaobo Sharon Hu; Shengyan Hong; Michael D. Lemmon (ICCPS, 2012)

A Reconfigurable PLA Architecture for Nanomagnet Logic. - Michael Crocker; Michael T. Niemier; Xiaobo Sharon Hu (ACM J. Emerg. Technol. Comput. Syst., 2012)

Energy Minimization for Multiprocessor Systems Executing Real-Time Tasks. - Yumin Zhang; Xiaobo Sharon Hu; Danny Ziyi Chen (Handbook of Energy-Aware and Green Computing, 2012)

GPU acceleration of Data Assembly in Finite Element Methods and its energy implications. - Li Tang 007; Xiaobo Sharon Hu; Danny Z. Chen; Michael T. Niemier; Richard F. Barrett; Simon D. Hammond; Genie Hsieh (ASAP, 2013)

Optimal partition with block-level parallelization in C-to-RTL synthesis for streaming applications. - Shuangchen Li; Yongpan Liu; Xiaobo Sharon Hu; Xinyu He; Yining Zhang; Pei Zhang; Huazhong Yang (ASP-DAC, 2013)

Minimum-energy state guided physical design for nanomagnet logic. - Shiliang Liu; György Csaba; Xiaobo Sharon Hu; Edit Varga; Michael T. Niemier; Gary H. Bernstein; Wolfgang Porod (DAC, 2013)

Enhancing multicore reliability through wear compensation in online assignment and scheduling. - Thidapat Chantem; Xiang Yun; Xiaobo Sharon Hu; Robert P. Dick (DATE, 2013)

Utilizing voltage-frequency islands in C-to-RTL synthesis for streaming applications. - Xinyu He; Shuangchen Li; Yongpan Liu; Xiaobo Sharon Hu; Huazhong Yang (DATE, 2013)

Systematic design of nanomagnet logic circuits. - Indranil Palit; Xiaobo Sharon Hu; Joseph Nahas; Michael T. Niemier (DATE, 2013)

FPGA-implementation of a holographic pattern-matching algorithm. - András Kiss; Zoltán Nagy 001; Péter Szolgay; Tamás Roska; György Csaba; Xiaobo Sharon Hu; Wolfgang Porod (ECCTD, 2013)

Shell: A Spatial Decomposition Data Structure for 3D Curve Traversal on Many-Core Architectures. - Kai Xiao; Danny Ziyi Chen; Xiaobo Sharon Hu; Bo Zhou 018 (ESA, 2013)

TFET-based cellular neural network architectures. - Indranil Palit; Xiaobo Sharon Hu; Joseph Nahas; Michael T. Niemier (ISLPED, 2013)

Computation efficiency driven job removal policies for meeting end-to-end deadlines in distributed real-time systems. - Miao Song 004; Shuhui Li 004; Shangping Ren; Shengyan Hong; Xiaobo Sharon Hu (ISORC, 2013)

Accelerating radiation dose calculation: A multi-FPGA solution. - Bo Zhou 018; Xiaobo Sharon Hu; Danny Z. Chen; Cedric X. Yu (ACM Trans. Embed. Comput. Syst., 2013)

GPU-optimized volume ray tracing for massive numbers of rays in radiotherapy. - Bo Zhou 018; Kai Xiao; Danny Z. Chen; Xiaobo Sharon Hu (ACM Trans. Embed. Comput. Syst., 2013)

Guest Editorial Special Section on Power-Aware Design for Embedded Systems. - Jian-Jia Chen; Jörg Henkel; Xiaobo Sharon Hu (IEEE Trans. Ind. Informatics, 2013)

Leveraging Emerging Technology for Hardware Security - Case Study on Silicon Nanowire FETs and Graphene SymFETs. - Yu Bi; Pierre-Emmanuel Gaillardon; Xiaobo Sharon Hu; Michael T. Niemier; Jiann-Shiun Yuan; Yier Jin (ATS, 2014)

Impact of steep-slope transistors on non-von Neumann architectures: CNN case study. - Indranil Palit; Behnam Sedighi; András Horváth; Xiaobo Sharon Hu; Joseph Nahas; Michael T. Niemier (DATE, 2014)

Design of 3D nanomagnetic logic circuits: A full-adder case study. - Robert Perricone; Xiaobo Sharon Hu; Joseph Nahas; Michael T. Niemier (DATE, 2014)

Cellular neural networks for image analysis using steep slope devices. - Indranil Palit; Qiuwen Lou; Michael T. Niemier; Behnam Sedighi; Joseph Nahas; Xiaobo Sharon Hu (ICCAD, 2014)

Boolean circuit design using emerging tunneling devices. - Behnam Sedighi; Joseph J. Nahas; Michael T. Niemier; Xiaobo Sharon Hu (ICCD, 2014)

Intra-task scheduling for storage-less and converter-less solar-powered nonvolatile sensor nodes. - Daming Zhang; Shuangchen Li; Ang Li 005; Yongpan Liu; Xiaobo Sharon Hu; Huazhong Yang (ICCD, 2014)

Architectural impacts of emerging transistors. - András Horváth; Xiaobo Sharon Hu; Joseph Nahas; Michael T. Niemier; Indranil Palit; Robert Perricone; Behnam Sedighi (NEWCAS, 2014)

Understanding the landscape of accelerators for vision. - Nandhini Chandramoorthy; Karthik Swaminathan; Matthew Cotter; Xueqing Li 002; Indranil Palit; Xiaobo Sharon Hu; Michael T. Niemier; Kevin M. Irick (SiPS, 2014)

Nontraditional Computation Using Beyond-CMOS Tunneling Devices. - Behnam Sedighi; Xiaobo Sharon Hu; Joseph J. Nahas; Michael T. Niemier (IEEE J. Emerg. Sel. Topics Circuits Syst., 2014)

PaCC: A Parallel Compare and Compress Codec for Area Reduction in Nonvolatile Processors. - Yiqun Wang; Yongpan Liu; Shuangchen Li; Xiao Sheng; Daming Zhang; Mei-Fang Chiang; Baiko Sai; Xiaobo Sharon Hu; Huazhong Yang (IEEE Trans. Very Large Scale Integr. Syst., 2014)

Nanomagnet Logic (NML). - Wolfgang Porod; Gary H. Bernstein; György Csaba; Xiaobo Sharon Hu; Joseph Nahas; Michael T. Niemier; Alexei O. Orlov (Field-Coupled Nanocomputing, 2014)

An online wear state monitoring methodology for off-the-shelf embedded processors. - Srinath Arunachalam; Thidapat Chantem; Robert P. Dick; Xiaobo Sharon Hu (CODES+ISSS, 2015)

Towards systematic design of 3D pNML layouts. - Robert Perricone; Yining Zhu; Katherine M. Sanders; Xiaobo Sharon Hu; Michael T. Niemier (DATE, 2015)

A CNN-inspired mixed signal processor based on tunnel transistors. - Behnam Sedighi; Indranil Palit; Xiaobo Sharon Hu; Joseph Nahas; Michael T. Niemier (DATE, 2015)

On-Line Data Link Layer Scheduling in Wireless Networked Control Systems. - Shengyan Hong; Xiaobo Sharon Hu; Tao Gong; Song Han 002 (ECRTS, 2015)

TFET-based Operational Transconductance Amplifier Design for CNN Systems. - Qiuwen Lou; Indranil Palit; András Horváth; Xiaobo Sharon Hu; Michael T. Niemier; Joseph Nahas (ACM Great Lakes Symposium on VLSI, 2015)

Improving Lifetime of Multicore Soft Real-Time Systems through Global Utilization Control. - Yue Ma 001; Thidapat Chantem; Xiaobo Sharon Hu; Robert P. Dick (ACM Great Lakes Symposium on VLSI, 2015)

Monte Carlo Based Ray Tracing in CPU-GPU Heterogeneous Systems and Applications in Radiation Therapy. - Kai Xiao; Danny Ziyi Chen; Xiaobo Sharon Hu; Bo Zhou 018 (HPDC, 2015)

Analytically Modeling Power and Performance of a CNN System. - Indranil Palit; Qiuwen Lou; Nicholas Acampora; Joseph Nahas; Michael T. Niemier; Xiaobo Sharon Hu (ICCAD, 2015)

Reliable and high performance STT-MRAM architectures based on controllable-polarity devices. - Kaveh Shamsi; Yu Bi; Yier Jin; Pierre-Emmanuel Gaillardon; Michael T. Niemier; Xiaobo Sharon Hu (ICCD, 2015)

Emulating massively parallel non-Boolean operators on FPGA. - András Kiss; Zoltán Nagy 001; Péter Szolgay; György Csaba; Xiaobo Sharon Hu; Wolfgang Porod (ISCAS, 2015)

Inter-cell Channel Time-Slot Scheduling for Multichannel Multiradio Cellular Fieldbuses. - Aiping Tan; Qixin Wang; Nan Guan; Qingxu Deng; Xiaobo Sharon Hu (RTSS, 2015)

PerDome: a performance model for heterogeneous computing systems. - Li Tang 007; Xiaobo Sharon Hu; Richard F. Barrett (SpringSim (HPS), 2015)

Utilization-based admission control for aperiodic tasks under EDF scheduling. - Chang Leng; Ying Qiao; Xiaobo Sharon Hu; Hongan Wang (Real Time Syst., 2015)

Local-Deadline Assignment for Distributed Real-Time Systems. - Shengyan Hong; Thidapat Chantem; Xiaobo Sharon Hu (IEEE Trans. Computers, 2015)

Analog Circuit Design Using Tunnel-FETs. - Behnam Sedighi; Xiaobo Sharon Hu; Huichu Liu; Joseph J. Nahas; Michael T. Niemier (IEEE Trans. Circuits Syst. I Regul. Pap., 2015)

Improving tag generation for memory data authentication in embedded processor systems. - Tao Liu; Hui Guo 001; Sri Parameswaran; Xiaobo Sharon Hu (ASP-DAC, 2016)

Balancing lifetime and soft-error reliability to improve system availability. - Junlong Zhou; Xiaobo Sharon Hu; Yue Ma 001; Tongquan Wei (ASP-DAC, 2016)

Using emerging technologies for hardware security beyond PUFs. - An Chen; Xiaobo Sharon Hu; Yier Jin; Michael T. Niemier; Xunzhao Yin (DATE, 2016)

Design of latches and flip-flops using emerging tunneling devices. - Xunzhao Yin; Behnam Sedighi; Michael T. Niemier; Xiaobo Sharon Hu (DATE, 2016)

Enhancing Hardware Security with Emerging Transistor Technologies. - Yu Bi; Xiaobo Sharon Hu; Yier Jin; Michael T. Niemier; Kaveh Shamsi; Xunzhao Yin (ACM Great Lakes Symposium on VLSI, 2016)

Privacy protection via appliance scheduling in smart homes. - Jie Wu 023; Jinglan Liu; Xiaobo Sharon Hu; Yiyu Shi 001 (ICCAD, 2016)

Exploiting ferroelectric FETs for low-power non-volatile logic-in-memory circuits. - Xunzhao Yin; Ahmedullah Aziz; Joseph Nahas; Suman Datta; Sumeet Kumar Gupta; Michael T. Niemier; Xiaobo Sharon Hu (ICCAD, 2016)

Transforming Real-Time Task Graphs to Improve Schedulability. - Chuancai Gu; Nan Guan; Zhiwei Feng; Qingxu Deng; Xiaobo Sharon Hu; Wang Yi 001 (RTCSA, 2016)

Emerging Technology-Based Design of Primitives for Hardware Security. - Yu Bi; Kaveh Shamsi; Jiann-Shiun Yuan; Pierre-Emmanuel Gaillardon; Giovanni De Micheli; Xunzhao Yin; Xiaobo Sharon Hu; Michael T. Niemier; Yier Jin (ACM J. Emerg. Technol. Comput. Syst., 2016)

Shell: A Spatial Decomposition Data Structure for Ray Traversal on GPU. - Kai Xiao; Xiaobo Sharon Hu; Bo Zhou 018; Danny Ziyi Chen (IEEE Trans. Computers, 2016)

Guest Editorial Leveraging Design Automation Techniques for Cyber-Physical System Design. - Shiyan Hu 001; Xiaobo Sharon Hu; Albert Y. Zomaya (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2016)

Thermal-Aware Task Scheduling for Energy Minimization in Heterogeneous Real-Time MPSoC Systems. - Junlong Zhou; Tongquan Wei; Mingsong Chen 001; Jianming Yan; Xiaobo Sharon Hu; Yue Ma 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2016)

A C2RTL Framework Supporting Partition, Parallelization, and FIFO Sizing for Streaming Applications. - Daming Zhang; Shuangchen Li; Yongpan Liu; Xiaobo Sharon Hu; Xinyu He; Yining Zhang; Pei Zhang; Huazhong Yang (ACM Trans. Design Autom. Electr. Syst., 2016)

Optimizing Memory Efficiency for Convolution Kernels on Kepler GPUs. - Xiaoming Chen 003; Jianxu Chen 001; Danny Z. Chen; Xiaobo Sharon Hu (DAC, 2017)

A Pathway to Enable Exponential Scaling for the Beyond-CMOS Era: Invited. - Jianping Wang 006; Sachin S. Sapatnekar; Chris H. Kim; Paul A. Crowell; Steven J. Koester; Supriyo Datta; Kaushik Roy 001; Anand Raghunathan; Xiaobo Sharon Hu; Michael T. Niemier; Azad Naeemi; Chia-Ling Chien; et al. (DAC, 2017)

Cellular neural network friendly convolutional neural networks - CNNs with CNNs. - András Horváth; Michael Hillmer; Qiuwen Lou; Xiaobo Sharon Hu; Michael T. Niemier (DATE, 2017)

An on-line framework for improving reliability of real-time systems on "big-little" type MPSoCs. - Yue Ma 001; Thidapat Chantem; Robert P. Dick; Shige Wang; Xiaobo Sharon Hu (DATE, 2017)

Advanced spintronic memory and logic for non-volatile processors. - Robert Perricone; Ibrahim Ahmed 002; Zhaoxin Liang; Meghna G. Mankalale; Xiaobo Sharon Hu; Chris H. Kim; Michael T. Niemier; Sachin S. Sapatnekar; Jianping Wang 006 (DATE, 2017)

Design and benchmarking of ferroelectric FET based TCAM. - Xunzhao Yin; Michael T. Niemier; Xiaobo Sharon Hu (DATE, 2017)

Energy-adaptive scheduling of imprecise computation tasks for QoS optimization in real-Time MPSoC systems. - Junlong Zhou; Jianming Yan; Tongquan Wei; Mingsong Chen 001; Xiaobo Sharon Hu (DATE, 2017)

A Spin-Orbit Torque based Cellular Neural Network (CNN) Architecture. - Yu Bai 004; X. Sharon Hu; Ronald F. DeMara; Mingjie Lin (ACM Great Lakes Symposium on VLSI, 2017)

Exploiting Non-Volatility for Information Processing. - Robert Perricone; Li Tang 007; Michael T. Niemier; Xiaobo Sharon Hu (ACM Great Lakes Symposium on VLSI, 2017)

Edge segmentation: Empowering mobile telemedicine with compressed cellular neural networks. - Xiaowei Xu 004; Qing Lu 001; Tianchen Wang; Jinglan Liu; Cheng Zhuo; Xiaobo Sharon Hu; Yiyu Shi 001 (ICCAD, 2017)

An analog SAT solver based on a deterministic dynamical system: (Invited paper). - Xunzhao Yin; Zoltán Toroczkai; Xiaobo Sharon Hu (ICCAD, 2017)

Demo Abstract: A Cross-Device Testing and Reporting System for Large-Scale Real-Time Wireless Networks. - Tao Gong; Huayi Ji; Song Han 002; Tianyu Zhang 001; Chuancai Gu; Xiaobo Sharon Hu; Mark Nixon (RTAS, 2017)

Distributed Dynamic Packet Scheduling for Handling Disturbances in Real-Time Wireless Networks. - Tianyu Zhang 001; Tao Gong; Chuancai Gu; Huayi Ji; Song Han 002; Qingxu Deng; Xiaobo Sharon Hu (RTAS, 2017)

iCETD: An improved tag generation design for memory data authentication in embedded processor systems. - Tao Liu; Hui Guo 001; Sri Parameswaran; Xiaobo Sharon Hu (Integr., 2017)

Tunnel FET Current Mode Logic for DPA-Resilient Circuit Designs. - Yu Bi; Kaveh Shamsi; Jiann-Shiun Yuan; Yier Jin; Michael T. Niemier; Xiaobo Sharon Hu (IEEE Trans. Emerg. Top. Comput., 2017)

PeaPaw: Performance and Energy-Aware Partitioning of Workload on Heterogeneous Platforms. - Li Tang 007; Richard F. Barrett; Jeanine E. Cook; Xiaobo Sharon Hu (ACM Trans. Design Autom. Electr. Syst., 2017)

Improving System-Level Lifetime Reliability of Multicore Soft Real-Time Systems. - Yue Ma 001; Thidapat Chantem; Robert P. Dick; Xiaobo Sharon Hu (IEEE Trans. Very Large Scale Integr. Syst., 2017)

DVFS-Based Long-Term Task Scheduling for Dual-Channel Solar-Powered Sensor Nodes. - Tongda Wu; Yongpan Liu; Daming Zhang; Jinyang Li 002; Xiaobo Sharon Hu; Chun Jason Xue; Huazhong Yang (IEEE Trans. Very Large Scale Integr. Syst., 2017)

Biomedical Image Segmentation Using Fully Convolutional Networks on TrueNorth. - Indranil Palit; Lin Yang 003; Yue Ma 001; Danny Z. Chen; Michael T. Niemier; Jinjun Xiong; Xiaobo Sharon Hu (CBMS, 2018)

Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation. - Xiaowei Xu 004; Qing Lu 001; Lin Yang 003; Xiaobo Sharon Hu; Danny Z. Chen; Yu Hu 002; Yiyu Shi 001 (CVPR, 2018)

Computing with ferroelectric FETs: Devices, models, systems, and applications. - Ahmedullah Aziz; Evelyn T. Breyer; An Chen; Xiaoming Chen 003; Suman Datta; Sumeet Kumar Gupta; Michael Hoffmann 008; Xiaobo Sharon Hu; Adrian M. Ionescu; Matthew Jerry; Thomas Mikolajick; Halid Mulaosmanovic; et al. (DATE, 2018)

Cache-aware task scheduling for maximizing control performance. - Wanli Chang 001; Debayan Roy; Xiaobo Sharon Hu; Samarjit Chakraborty (DATE, 2018)

moDNN: Memory optimal DNN training on GPUs. - Xiaoming Chen 003; Danny Z. Chen; Xiaobo Sharon Hu (DATE, 2018)

Design and optimization of FeFET-based crossbars for binary convolution neural networks. - Xiaoming Chen 003; Xunzhao Yin; Michael T. Niemier; Xiaobo Sharon Hu (DATE, 2018)

Feedback control of real-time EtherCAT networks for reliability enhancement in CPS. - Liying Li 002; Peijin Cong; Kun Cao 001; Junlong Zhou; Tongquan Wei; Mingsong Chen 001; Xiaobo Sharon Hu (DATE, 2018)

Improving reliability for real-time systems through dynamic recovery. - Yue Ma 001; Thidapat Chantem; Robert P. Dick; Xiaobo Sharon Hu (DATE, 2018)

Variation-aware task allocation and scheduling for improving reliability of real-time MPSoCs. - Junlong Zhou; Tongquan Wei; Mingsong Chen 001; Xiaobo Sharon Hu; Yue Ma 001; Gongxuan Zhang; Jianming Yan (DATE, 2018)

Cooperative-Competitive Task Allocation in Edge Computing for Delay-Sensitive Social Sensing. - Daniel Zhang 001; Yue Ma 001; Chao Zheng 002; Yang Zhang 031; Xiaobo Sharon Hu; Dong Wang 002 (SEC, 2018)

A Cross-Layer Perspective for Energy Efficient Processing: - From beyond-CMOS Devices to Deep Learning. - Xiaobo Sharon Hu (ACM Great Lakes Symposium on VLSI, 2018)

Emerging reconfigurable nanotechnologies: can they support future electronics? - Shubham Rai; Srivatsa Rangachar Srinivasa; Patsy Cadareanu; Xunzhao Yin; Xiaobo Sharon Hu; Pierre-Emmanuel Gaillardon; Vijaykrishnan Narayanan; Akash Kumar 001 (ICCAD, 2018)

Nonvolatile Lookup Table Design Based on Ferroelectric Field-Effect Transistors. - Xiaoming Chen 003; Michael T. Niemier; Xiaobo Sharon Hu (ISCAS, 2018)

Computing in memory with FeFETs. - Dayane Alfenas Reis; Michael T. Niemier; Xiaobo Sharon Hu (ISLPED, 2018)

Demo Abstract: 6TiSCH in Full Bloom: From Dynamic Resource Management to Cloud-Based Network Analytics. - Tao Gong; Huayi Ji; Tianyu Zhang 001; Jianwei Zhou; Xiaolin Lu; Xiaobo Sharon Hu; Song Han 002 (RTAS, 2018)

FD-PaS: A Fully Distributed Packet Scheduling Framework for Handling Disturbances in Real-Time Wireless Networks. - Tianyu Zhang 001; Tao Gong; Zelin Yun; Song Han 002; Qingxu Deng; Xiaobo Sharon Hu (RTAS, 2018)

A Real-Time and Non-Cooperative Task Allocation Framework for Social Sensing Applications in Edge Computing Systems. - Daniel Zhang 001; Yue Ma 001; Yang Zhang 031; Suwen Lin; Xiaobo Sharon Hu; Dong Wang 002 (RTAS, 2018)

Can beyond-CMOS devices illuminate dark silicon? - Robert Perricone; Xiaobo Sharon Hu; Joseph Nahas; Michael T. Niemier (Commun. ACM, 2018)

The 55th Design Automation Conference. - Xiaobo Sharon Hu (IEEE Des. Test, 2018)

Roundtable: Machine Learning for Embedded Systems: Hype or Lasting Impact? - Xiaobo Sharon Hu; Rolf Ernst; Petru Eles; Gernot Heiser; Kurt Keutzer; Daehyun Kim; Tetsuya Tohdo (IEEE Des. Test, 2018)

Cross-layer efforts for energy-efficient computing: towards peta operations per second per watt. - Xiaobo Sharon Hu; Michael T. Niemier (Frontiers Inf. Technol. Electron. Eng., 2018)

Cost-Constrained QoS Optimization for Approximate Computation Real-Time Tasks in Heterogeneous MPSoCs. - Tongquan Wei; Junlong Zhou; Kun Cao 001; Peijin Cong; Mingsong Chen 001; Gongxuan Zhang; Xiaobo Sharon Hu; Jianming Yan (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018)

Efficient Analog Circuits for Boolean Satisfiability. - Xunzhao Yin; Behnam Sedighi; Melinda Varga; Mária Ercsey-Ravasz; Zoltán Toroczkai; Xiaobo Sharon Hu (IEEE Trans. Very Large Scale Integr. Syst., 2018)

Design of Hardware-Friendly Memory Enhanced Neural Networks. - Ann Franchesca Laguna; Michael T. Niemier; Xiaobo Sharon Hu (DATE, 2019)

CE-Based Optimization for Real-time System Availability under Learned Soft Error Rate. - Liying Li 002; Tongquan Wei; Junlong Zhou; Mingsong Chen 001; Xiaobo Sharon Hu (DATE, 2019)

An Energy Efficient Non-Volatile Flip-Flop based on CoMET Technology. - Robert Perricone; Zhaoxin Liang; Meghna G. Mankalale; Michael T. Niemier; Sachin S. Sapatnekar; Jianping Wang 006; Xiaobo Sharon Hu (DATE, 2019)

Reliable Dynamic Packet Scheduling over Lossy Real-Time Wireless Networks. - Tao Gong; Tianyu Zhang 001; Xiaobo Sharon Hu; Qingxu Deng; Michael Lemmon 001; Song Han 002 (ECRTS, 2019)

Ferroelectric FET Based In-Memory Computing for Few-Shot Learning. - Ann Franchesca Laguna; Xunzhao Yin; Dayane Alfenas Reis; Michael T. Niemier; Xiaobo Sharon Hu (ACM Great Lakes Symposium on VLSI, 2019)

The Impact of Emerging Technologies on Architectures and System-level Management: Invited Paper. - Jörg Henkel; Hussam Amrouch; Martin Rapp; Sami Salamin; Dayane Reis; Di Gao; Xunzhao Yin; Michael T. Niemier; Cheng Zhuo; Xiaobo Sharon Hu; Hsiang-Yun Cheng; Chia-Lin Yang (ICCAD, 2019)

A Uniform Modeling Methodology for Benchmarking DNN Accelerators. - Indranil Palit; Qiuwen Lou; Robert Perricone; Michael T. Niemier; Xiaobo Sharon Hu (ICCAD, 2019)

CC-NET: Image Complexity Guided Network Compression for Biomedical Image Segmentation. - Suraj Mishra; Peixian Liang; Adam Czajka; Danny Z. Chen; Xiaobo Sharon Hu (ISBI, 2019)

Accelerating Deep Neural Networks in Processing-in-Memory Platforms: Analog or Digital Approach? - Shaahin Angizi; Zhezhi He; Dayane Alfenas Reis; Xiaobo Sharon Hu; Wilman Tsai; Shy Jay Lin; Deliang Fan (ISVLSI, 2019)

Ferroelectric FET Based TCAM Designs for Energy Efficient Computing. - Xunzhao Yin; Dayane Alfenas Reis; Michael T. Niemier; Xiaobo Sharon Hu (ISVLSI, 2019)

Eva-CiM: A System-Level Energy Evaluation Framework for Computing-in-Memory Architectures. - Di Gao; Dayane Alfenas Reis; Xiaobo Sharon Hu; Cheng Zhuo (CoRR, 2019)

Application-level Studies of Cellular Neural Network-based Hardware Accelerators. - Qiuwen Lou; Indranil Palit; Li Tang 007; András Horváth; Michael T. Niemier; Xiaobo Sharon Hu (CoRR, 2019)

Nonvolatile Spintronic Memory Cells for Neural Networks. - Andrew W. Stephan; Qiuwen Lou; Michael T. Niemier; Xiaobo Sharon Hu; Steven J. Koester (CoRR, 2019)

Future Automotive HW/SW Platform Design (Dagstuhl Seminar 19502). - Dirk Ziegenbein; Selma Saidi; Xiaobo Sharon Hu; Sebastian Steinhorst (Dagstuhl Reports, 2019)

Guest Editors' Introduction: Special Issue on Architecture Advances Enabled by Emerging Technologies. - An Chen; Vivek De; Xiaobo Sharon Hu; Michael T. Niemier (IEEE Des. Test, 2019)

A Survey on Architecture Advances Enabled by Emerging Beyond-CMOS Technologies. - An Chen; Supriyo Datta; Xiaobo Sharon Hu; Michael T. Niemier; Tajana Simunic Rosing; J. Joshua Yang (IEEE Des. Test, 2019)

A Mixed Signal Architecture for Convolutional Neural Networks. - Qiuwen Lou; Chenyun Pan; John McGuinness; András Horváth; Azad Naeemi; Michael T. Niemier; Xiaobo Sharon Hu (ACM J. Emerg. Technol. Comput. Syst., 2019)

Improving Availability of Multicore Real-Time Systems Suffering Both Permanent and Transient Faults. - Junlong Zhou; Xiaobo Sharon Hu; Yue Ma 001; Jin Sun 001; Tongquan Wei; Shiyan Hu 001 (IEEE Trans. Computers, 2019)

Affinity-Driven Modeling and Scheduling for Makespan Optimization in Heterogeneous Multiprocessor Systems. - Kun Cao 001; Junlong Zhou; Peijin Cong; Liying Li 002; Tongquan Wei; Mingsong Chen 001; Shiyan Hu 001; Xiaobo Sharon Hu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019)

Game Theoretic Feedback Control for Reliability Enhancement of EtherCAT-Based Networked Systems. - Liying Li 002; Peijin Cong; Kun Cao 001; Junlong Zhou; Tongquan Wei; Mingsong Chen 001; Shiyan Hu 001; Xiaobo Sharon Hu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019)

Resource Management for Improving Soft-Error and Lifetime Reliability of Real-Time MPSoCs. - Junlong Zhou; Jin Sun 001; Xiumin Zhou; Tongquan Wei; Mingsong Chen 001; Shiyan Hu 001; Xiaobo Sharon Hu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019)

Power and Area Efficient FPGA Building Blocks Based on Ferroelectric FETs. - Xiaoming Chen 003; Kai Ni 004; Michael T. Niemier; Yinhe Han 001; Suman Datta; Xiaobo Sharon Hu (IEEE Trans. Circuits Syst. I Regul. Pap., 2019)

An Ultra-Dense 2FeFET TCAM Design Based on a Multi-Domain FeFET Model. - Xunzhao Yin; Kai Ni 004; Dayane Alfenas Reis; Suman Datta; Michael T. Niemier; Xiaobo Sharon Hu (IEEE Trans. Circuits Syst. II Express Briefs, 2019)

Introduction to the Special Issue on Real-Time aspects in Cyber-Physical Systems. - Luís Almeida; Björn Andersson; Jen-Wei Hsieh; Li-Pin Chang; Xiaobo Sharon Hu (ACM Trans. Cyber Phys. Syst., 2019)

Distributed Dynamic Packet Scheduling Framework for Handling Disturbances in Real-Time Wireless Networks. - Tianyu Zhang 001; Tao Gong; Song Han 002; Qingxu Deng; Xiaobo Sharon Hu (IEEE Trans. Mob. Comput., 2019)

moDNN: Memory Optimal Deep Neural Network Training on Graphics Processing Units. - Xiaoming Chen 003; Danny Ziyi Chen; Yinhe Han 001; Xiaobo Sharon Hu (IEEE Trans. Parallel Distributed Syst., 2019)

Ferroelectric FETs-Based Nonvolatile Logic-in-Memory Circuits. - Xunzhao Yin; Xiaoming Chen 003; Michael T. Niemier; Xiaobo Sharon Hu (IEEE Trans. Very Large Scale Integr. Syst., 2019)

Nonvolatile and Energy-Efficient FeFET-Based Multiplier for Energy-Harvesting Devices. - Mengyuan Li 001; Xunzhao Yin; Xiaobo Sharon Hu; Cheng Zhuo (ASP-DAC, 2020)

A Device Non-Ideality Resilient Approach for Mapping Neural Networks to Crossbar Arrays. - Arman Kazemi; Cristobal Alessandri; Alan C. Seabaugh; Xiaobo Sharon Hu; Michael T. Niemier; Siddharth Joshi 001 (DAC, 2020)

Emerging Neural Workloads and Their Impact on Hardware. - David Brooks 001; Martin M. Frank; Tayfun Gokmen; Udit Gupta; Xiaobo Sharon Hu; Shubham Jain; Ann Franchesca Laguna; Michael T. Niemier; Ian O'Connor; Anand Raghunathan; Ashish Ranjan 001; Dayane Reis; et al. (DATE, 2020)

A Fast and Energy Efficient Computing-in-Memory Architecture for Few-Shot Learning Applications. - Dayane Reis; Ann Franchesca Laguna; Michael T. Niemier; Xiaobo Sharon Hu (DATE, 2020)

A Novel TIGFET-based DFF Design for Improved Resilience to Power Side-Channel Attacks. - Mohammad Mehdi Sharifi; Ramin Rajaei; Patsy Cadareanu; Pierre-Emmanuel Gaillardon; Yier Jin; Michael T. Niemier; Xiaobo Sharon Hu (DATE, 2020)

AxR-NN: Approximate Computation Reuse for Energy-Efficient Convolutional Neural Networks. - Dongning Ma; Xunzhao Yin; Michael T. Niemier; Xiaobo Sharon Hu; Xun Jiao (ACM Great Lakes Symposium on VLSI, 2020)

Modeling and Benchmarking Computing-in-Memory for Design Space Exploration. - Dayane Reis; Di Gao; Shaahin Angizi; Xunzhao Yin; Deliang Fan; Michael T. Niemier; Cheng Zhuo; Xiaobo Sharon Hu (ACM Great Lakes Symposium on VLSI, 2020)

MNSIM 2.0: A Behavior-Level Modeling Tool for Memristor-based Neuromorphic Computing Systems. - Zhenhua Zhu; Hanbo Sun; Kaizhong Qiu; Lixue Xia; Gokul Krishnan; Guohao Dai; Dimin Niu; Xiaoming Chen 003; Xiaobo Sharon Hu; Yu Cao 001; Yuan Xie 001; Yu Wang 002; et al. (ACM Great Lakes Symposium on VLSI, 2020)

Fixed-Priority Scheduling and Controller Co-Design for Time-Sensitive Networks. - Xiaotian Dai 001; Shuai Zhao 004; Yu Jiang 001; Xun Jiao; Xiaobo Sharon Hu; Wanli Chang 001 (ICCAD, 2020)

Seed-and-Vote based In-Memory Accelerator for DNA Read Mapping. - Ann Franchesca Laguna; Hasindu Gamaarachchi; Xunzhao Yin; Michael T. Niemier; Sri Parameswaran; Xiaobo Sharon Hu (ICCAD, 2020)

Impact of Extrinsic Variation Sources on the Device-to-Device Variation in Ferroelectric FET. - Kai Ni 004; Aniket Gupta; Om Prakash 007; Simon Thomann; Xiaobo Sharon Hu; Hussam Amrouch (IRPS, 2020)

Temperature Dependence and Temperature-Aware Sensing in Ferroelectric FET. - Aniket Gupta; Kai Ni 004; Om Prakash 007; Xiaobo Sharon Hu; Hussam Amrouch (IRPS, 2020)

A Data-Aware Deep Supervised Method for Retinal Vessel Segmentation. - Suraj Mishra; Danny Z. Chen; Xiaobo Sharon Hu (ISBI, 2020)

A Hybrid FeMFET-CMOS Analog Synapse Circuit for Neural Network Training and Inference. - Arman Kazemi; Ramin Rajaei; Kai Ni 004; Suman Datta; Michael T. Niemier; Xiaobo Sharon Hu (ISCAS, 2020)

Dynamic Memory and Sequential Logic Design using Negative Capacitance FinFETs. - Ramin Rajaei; Yen-Kai Lin; Sayeef S. Salahuddin; Michael T. Niemier; Xiaobo Sharon Hu (ISCAS, 2020)

Embedding error correction into crossbars for reliable matrix vector multiplication using emerging devices. - Qiuwen Lou; Tianqi Gao; Patrick Faley; Michael T. Niemier; Xiaobo Sharon Hu; Siddharth Joshi 001 (ISLPED, 2020)

GC-eDRAM design using hybrid FinFET/NC-FinFET. - Ramin Rajaei; Yen-Kai Lin; Sayeef S. Salahuddin; Michael T. Niemier; Xiaobo Sharon Hu (ISLPED, 2020)

FeCAM: A Universal Compact Digital and Analog Content Addressable Memory Using Ferroelectric. - Xunzhao Yin; Chao Li 065; Qingrong Huang; Li Zhang 021; Michael T. Niemier; Xiaobo Sharon Hu; Cheng Zhuo; Kai Ni 004 (CoRR, 2020)

Towards Privacy-aware Task Allocation in Social Sensing based Edge Computing Systems. - Daniel Yue Zhang; Yue Ma 001; Xiaobo Sharon Hu; Dong Wang 002 (CoRR, 2020)

Accelerating a continuous-time analog SAT solver using GPUs. - Ferenc Molnár; Shubha R. Kharel; Xiaobo Sharon Hu; Zoltán Toroczkai (Comput. Phys. Commun., 2020)

The Impact of Ferroelectric FETs on Digital and Analog Circuits and Architectures. - Xiaoming Chen 003; Kai Ni 004; Michael T. Niemier; Dayane Reis; Xiaoyu Sun 001; Panni Wang; Suman Datta; Xiaobo Sharon Hu; Xunzhao Yin; Matthew Jerry; Shimeng Yu; Ann Franchesca Laguna (IEEE Des. Test, 2020)

Algorithmic Acceleration of B/FV-like Somewhat Homomorphic Encryption for Compute-Enabled RAM. - Jonathan Takeshita; Dayane Reis; Ting Gong; Michael T. Niemier; Xiaobo Sharon Hu; Taeho Jung (IACR Cryptol. ePrint Arch., 2020)

Toward Privacy-Aware Task Allocation in Social Sensing-Based Edge Computing Systems. - Daniel Zhang 001; Yue Ma 001; Xiaobo Sharon Hu; Dong Wang 002 (IEEE Internet Things J., 2020)

Co-scheduling aperiodic real-time tasks with end-to-end firm and soft deadlines in two-stage systems. - Chang Leng; Ying Qiao; Xiaobo Sharon Hu; Hongan Wang (Real Time Syst., 2020)

Eva-CiM: A System-Level Performance and Energy Evaluation Framework for Computing-in-Memory Architectures. - Di Gao; Dayane Reis; Xiaobo Sharon Hu; Cheng Zhuo (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

SearcHD: A Memory-Centric Hyperdimensional Computing With Stochastic Training. - Mohsen Imani; Xunzhao Yin; John Messerly; Saransh Gupta; Michael T. Niemier; Xiaobo Sharon Hu; Tajana Rosing (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

Online Resource Management for Improving Reliability of Real-Time Systems on "Big-Little" Type MPSoCs. - Yue Ma 001; Junlong Zhou; Thidapat Chantem; Robert P. Dick; Shige Wang; Xiaobo Sharon Hu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

Improving Reliability of Soft Real-Time Embedded Systems on Integrated CPU and GPU Platforms. - Yue Ma 001; Junlong Zhou; Thidapat Chantem; Robert P. Dick; Shige Wang; Xiaobo Sharon Hu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

Meshed Bluetree: Time-Predictable Multimemory Interconnect for Multicore Architectures. - Haitong Wang; Neil C. Audsley; Xiaobo Sharon Hu; Wanli Chang 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

Field-Free 3T2SOT MRAM for Non-Volatile Cache Memories. - Bi Wu; Chao Wang 094; Zhaohao Wang; Ying Wang 001; Deming Zhang; Dijun Liu; Youguang Zhang; Xiaobo Sharon Hu (IEEE Trans. Circuits Syst., 2020)

Bulkyflip: A NAND-SPIN-Based Last-Level Cache With Bandwidth-Oriented Write Management Policy. - Bi Wu; Weisheng Zhao; Xiaobo Sharon Hu; Pengcheng Dai; Zhaohao Wang; Chao Wang 094; Ying Wang 001; Jianlei Yang 001; Yuanqing Cheng; Dijun Liu; Youguang Zhang (IEEE Trans. Circuits Syst. I Regul. Pap., 2020)

Editorial: A Message from the New Editor-in-Chief. - X. Sharon Hu (ACM Trans. Design Autom. Electr. Syst., 2020)

Computing-in-Memory for Performance and Energy-Efficient Homomorphic Encryption. - Dayane Reis; Jonathan Takeshita; Taeho Jung; Michael T. Niemier; Xiaobo Sharon Hu (IEEE Trans. Very Large Scale Integr. Syst., 2020)

Cross-layer Design for Computing-in-Memory: From Devices, Circuits, to Architectures and Applications. - Hussam Amrouch; Xiaobo Sharon Hu; Mohsen Imani; Ann Franchesca Laguna; Michael T. Niemier; Simon Thomann; Xunzhao Yin; Cheng Zhuo (ASP-DAC, 2021)

Attention-in-Memory for Few-Shot Learning with Configurable Ferroelectric FET Arrays. - Dayane Reis; Ann Franchesca Laguna; Michael T. Niemier; Xiaobo Sharon Hu (ASP-DAC, 2021)

Uncertainty Modeling of Emerging Device based Computing-in-Memory Neural Accelerators with Application to Neural Architecture Search. - Zheyu Yan; Da-Cheng Juan; Xiaobo Sharon Hu; Yiyu Shi 001 (ASP-DAC, 2021)

INVITED: kCC-Net for Compression of Biomedical Image Segmentation Networks. - Suraj Mishra; Danny Z. Chen; X. Sharon Hu (DAC, 2021)

In-Memory Nearest Neighbor Search with FeFET Multi-Bit Content-Addressable Memories. - Arman Kazemi; Mohammad Mehdi Sharifi; Ann Franchesca Laguna; Franz Müller 001; Ramin Rajaei; Ricardo Olivo; Thomas Kämpfe; Michael T. Niemier; X. Sharon Hu (DATE, 2021)

In-Memory Computing based Accelerator for Transformer Networks for Long Sequences. - Ann Franchesca Laguna; Arman Kazemi; Michael T. Niemier; X. Sharon Hu (DATE, 2021)

A Quantization Framework for Neural Network Adaption at the Edge. - Mengyuan Li 001; Xiaobo Sharon Hu (DATE, 2021)

Exploiting FeFETs via Cross-Layer Design from In-memory Computing Circuits to Meta-Learning Applications. - Dayane Reis; Ann Franchesca Laguna; Michael T. Niemier; Xiaobo Sharon Hu (DATE, 2021)

Towards scalable, secure, and smart mission-critical IoT systems: review and vision. - Xiaolong Guo; Song Han 002; X. Sharon Hu; Xun Jiao; Yier Jin; Fanxin Kong; Michael Lemmon 001 (EMSOFT, 2021)

A Hybrid Optical-Electrical Analog Deep Learning Accelerator Using Incoherent Optical Signals. - Mingdai Yang; Mohammad Reza Jokar; Junyi Qiu; Qiuwen Lou; Yuming Liu; Aditi Udupa; Frederic T. Chong; John M. Dallesasse; Milton Feng; Lynford L. Goddard; X. Sharon Hu; Yanjing Li (ACM Great Lakes Symposium on VLSI, 2021)

ICCAD Tutorial Session Paper Ferroelectric FET Technology and Applications: From Devices to Systems. - Hussam Amrouch; Di Gao; Xiaobo Sharon Hu; Arman Kazemi; Ann Franchesca Laguna; Kai Ni 004; Michael T. Niemier; Mohammad Mehdi Sharifi; Simon Thomann; Xunzhao Yin; Cheng Zhuo (ICCAD, 2021)

Low-Cost Sequential Logic Circuit Design Considering Single Event Double-Node Upsets and Single Event Transients. - Ramin Rajaei; Michael T. Niemier; Xiaobo Sharon Hu (ICCD, 2021)

Objective-Dependent Uncertainty Driven Retinal Vessel Segmentation. - Suraj Mishra; Danny Z. Chen; X. Sharon Hu (ISBI, 2021)

A Flash-Based Multi-Bit Content-Addressable Memory with Euclidean Squared Distance. - Arman Kazemi; Shubham Sahay; Ayush Saxena; Mohammad Mehdi Sharifi; Michael T. Niemier; X. Sharon Hu (ISLPED, 2021)

MIMHD: Accurate and Efficient Hyperdimensional Inference Using Multi-Bit In-Memory Computing. - Arman Kazemi; Mohammad Mehdi Sharifi; Zhuowen Zou; Michael T. Niemier; X. Sharon Hu; Mohsen Imani (ISLPED, 2021)

Application-driven Design Exploration for Dense Ferroelectric Embedded Non-volatile Memories. - Mohammad Mehdi Sharifi; Lillian Pentecost; Ramin Rajaei; Arman Kazemi; Qiuwen Lou; Gu-Yeon Wei; David M. Brooks; Kai Ni 004; X. Sharon Hu; Michael T. Niemier; Marco Donato (ISLPED, 2021)

Demo Abstract: A Full-Blown 6TiSCH Network with Partition-based Resource Management for Large-Scale Real-Time Wireless Applications. - Jiachen Wang; Tianyu Zhang 001; Song Han 002; Xiaobo Sharon Hu (RTAS, 2021)

APaS: An Adaptive Partition-Based Scheduling Framework for 6TiSCH Networks. - Jiachen Wang; Tianyu Zhang 001; Dawei Shen; Xiaobo Sharon Hu; Song Han 002 (RTAS, 2021)

On the Reliability of In-Memory Computing: Impact of Temperature on Ferroelectric TCAM. - Simon Thomann; Chao Li 065; Cheng Zhuo; Om Prakash 007; Xunzhao Yin; Xiaobo Sharon Hu; Hussam Amrouch (VTS, 2021)

Autonomous Systems Design - A Virtual Roundtable. - Rolf Ernst; Xiaobo Sharon Hu (Computer, 2021)

Deep Random Forest with Ferroelectric Analog Content Addressable Memory. - Xunzhao Yin; Franz Müller 001; Ann Franchesca Laguna; Chao Li 065; Wenwen Ye; Qingrong Huang; Qinming Zhang; Zhiguo Shi 001; Maximilian Lederer; Nellie Laleni; Shan Deng; Zijian Zhao 001; et al. (CoRR, 2021)

DAC-SDC Low Power Object Detection Challenge for UAV Applications. - Xiaowei Xu 004; Xinyi Zhang 001; Bei Yu 001; Xiaobo Sharon Hu; Christopher Rowen; Jingtong Hu; Yiyu Shi 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

In-memory Learning with Analog Resistive Switching Memory: A Review and Perspective. - Yue Xi; Bin Gao 006; Jianshi Tang; An Chen; Meng-Fan Chang; Xiaobo Sharon Hu; Jan Van der Spiegel; He Qian; Huaqiang Wu (Proc. IEEE, 2021)

Guest editorial: Special issue on Real-Time Systems Symposium (RTSS). - Liliana Cucu-Grosjean; Xiaobo Sharon Hu (Real Time Syst., 2021)

Device-Circuit-Architecture Co-Exploration for Computing-in-Memory Neural Accelerators. - Weiwen Jiang; Qiuwen Lou; Zheyu Yan; Lei Yang 018; Jingtong Hu; Xiaobo Sharon Hu; Yiyu Shi 001 (IEEE Trans. Computers, 2021)

Learning-Based Modeling and Optimization for Real-Time System Availability. - Liying Li 002; Junlong Zhou; Tongquan Wei; Mingsong Chen 001; Xiaobo Sharon Hu (IEEE Trans. Computers, 2021)

A NAND-SPIN-Based Magnetic ADC. - Bi Wu; Zhaohao Wang; Yuxuan Li; Ying Wang 001; Dijun Liu; Weisheng Zhao; Xiaobo Sharon Hu (IEEE Trans. Circuits Syst. II Express Briefs, 2021)

Fully Distributed Packet Scheduling Framework for Handling Disturbances in Lossy Real-Time Wireless Networks. - Tianyu Zhang 001; Tao Gong; Song Han 002; Qingxu Deng; Xiaobo Sharon Hu (IEEE Trans. Mob. Comput., 2021)

RADARS: Memory Efficient Reinforcement Learning Aided Differentiable Neural Architecture Search. - Zheyu Yan; Weiwen Jiang; Xiaobo Sharon Hu; Yiyu Shi 001 (ASP-DAC, 2022)

An Analog Clock-free Compute Fabric base on Continuous-Time Dynamical System for Solving Combinatorial Optimization Problems. - Muya Chang; Xunzhao Yin; Zoltán Toroczkai; Xiaobo Hu 001; Arijit Raychowdhury (CICC, 2022)

iMARS: an in-memory-computing architecture for recommendation systems. - Mengyuan Li 001; Ann Franchesca Laguna; Dayane Reis; Xunzhao Yin; Michael T. Niemier; X. Sharon Hu (DAC, 2022)

ODHD: one-class brain-inspired hyperdimensional computing for outlier detection. - Ruixuan Wang; Xun Jiao; X. Sharon Hu (DAC, 2022)

SWIM: selective write-verify for computing-in-memory neural accelerators. - Zheyu Yan; Xiaobo Sharon Hu; Yiyu Shi 001 (DAC, 2022)

Eva-CAM: A Circuit/Architecture-Level Evaluation Tool for General Content Addressable Memories. - Liu Liu; Mohammad Mehdi Sharifi; Ramin Rajaei; Arman Kazemi; Kai Ni 004; Xunzhao Yin; Michael T. Niemier; Xiaobo Sharon Hu (DATE, 2022)

Associative Memory Based Experience Replay for Deep Reinforcement Learning. - Mengyuan Li 001; Arman Kazemi; Ann Franchesca Laguna; X. Sharon Hu (ICCAD, 2022)

COSIME: FeFET Based Associative Memory for In-Memory Cosine Similarity Search. - Che-Kai Liu; Haobang Chen; Mohsen Imani; Kai Ni 004; Arman Kazemi; Ann Franchesca Laguna; Michael T. Niemier; Xiaobo Sharon Hu; Liang Zhao; Cheng Zhuo; Xunzhao Yin (ICCAD, 2022)

Computing-In-Memory Neural Network Accelerators for Safety-Critical Systems: Can Small Device Variations Be Disastrous? - Zheyu Yan; Xiaobo Sharon Hu; Yiyu Shi 001 (ICCAD, 2022)

HARP: Hierarchical Resource Partitioning in Dynamic Industrial Wireless Networks. - Jiachen Wang; Tianyu Zhang 001; Dawei Shen; Xiaobo Sharon Hu; Song Han 002 (ICDCS, 2022)

Cleaved-Gate Ferroelectric FET for Reliable Multi-Level Cell Storage. - Navjeet Bagga; Kai Ni 004; Nitanshu Chauhan; Om Prakash 007; X. Sharon Hu; Hussam Amrouch (IRPS, 2022)

Data-Driven Deep Supervision for Skin Lesion Classification. - Suraj Mishra; Yizhe Zhang 001; Li Zhang 021; Tianyu Zhang 001; X. Sharon Hu; Danny Z. Chen (MICCAI (1), 2022)

Distributed Successive Packet Scheduling for Multi-Channel Real-Time Wireless Networks. - Dawei Shen; Tianyu Zhang 001; Jiachen Wang; Qingxu Deng; Song Han 002; Xiaobo Sharon Hu (RTCSA, 2022)

QoS Guaranteed Resource Allocation for Coexisting eMBB and URLLC Traffic in 5G Industrial Networks. - Dawei Shen; Tianyu Zhang 001; Jiachen Wang; Qingxu Deng; Song Han 002; Xiaobo Sharon Hu (RTCSA, 2022)

Experimentally realized memristive memory augmented neural network. - Ruibin Mao; Bo Wen; Yahui Zhao; Arman Kazemi; Ann Franchesca Laguna; Michael T. Niemier; X. Sharon Hu; Xia Sheng; Catherine E. Graves; John Paul Strachan; Can Li (CoRR, 2022)

On the Reliability of Computing-in-Memory Accelerators for Deep Neural Networks. - Zheyu Yan; Xiaobo Sharon Hu; Yiyu Shi 001 (CoRR, 2022)

Ferroelectric FET based Context-Switching FPGA Enabling Dynamic Reconfiguration for Adaptive Deep Learning Machines. - Yixin Xu 001; Zijian Zhao 001; Yi Xiao 008; Tongguang Yu; Halid Mulaosmanovic; Dominik Kleimaier; Stefan Dünkel; Sven Beyer; Xiao Gong; Rajiv V. Joshi; X. Sharon Hu; Shixian Wen; et al. (CoRR, 2022)

Computing-In-Memory Using Ferroelectrics: From Single- to Multi-Input Logic. - Qingrong Huang; Dayane Reis; Chao Li 065; Di Gao; Michael T. Niemier; Xiaobo Sharon Hu; Mohsen Imani; Xunzhao Yin; Cheng Zhuo (IEEE Des. Test, 2022)

Image Complexity Guided Network Compression for Biomedical Image Segmentation. - Suraj Mishra; Danny Z. Chen; X. Sharon Hu (ACM J. Emerg. Technol. Comput. Syst., 2022)

FeFET Multi-Bit Content-Addressable Memories for In-Memory Nearest Neighbor Search. - Arman Kazemi; Mohammad Mehdi Sharifi; Ann Franchesca Laguna; Franz Müller 001; Xunzhao Yin; Thomas Kämpfe; Michael T. Niemier; X. Sharon Hu (IEEE Trans. Computers, 2022)

Data-Driven Deep Supervision for Medical Image Segmentation. - Suraj Mishra; Yizhe Zhang 001; Danny Z. Chen; X. Sharon Hu (IEEE Trans. Medical Imaging, 2022)

Deadline and Reliability Aware Multiserver Configuration Optimization for Maximizing Profit. - Tian Wang; Junlong Zhou; Liying Li 002; Gongxuan Zhang; Keqin Li 001; Xiaobo Sharon Hu (IEEE Trans. Parallel Distributed Syst., 2022)

IMCRYPTO: An In-Memory Computing Fabric for AES Encryption and Decryption. - Dayane Reis; Haoran Geng; Michael T. Niemier; Xiaobo Sharon Hu (IEEE Trans. Very Large Scale Integr. Syst., 2022)

In-Memory Computing Accelerators for Emerging Learning Paradigms. - Dayane Reis; Ann Franchesca Laguna; Michael T. Niemier; Xiaobo Sharon Hu (ASP-DAC, 2023)

Compact and High-Performance TCAM Based on Scaled Double-Gate FeFETs. - Liu Liu; Shubham Kumar; Simon Thomann; Hussam Amrouch; Xiaobo Sharon Hu (DAC, 2023)

Contention-Free Configured Grant Scheduling for 5G URLLC Traffic. - Tianyu Zhang 001; Xiaobo Sharon Hu; Song Han 002 (DAC, 2023)

Cross Layer Design for the Predictive Assessment of Technology-Enabled Architectures. - Michael T. Niemier; Xiaobo Sharon Hu; Liu Liu; Mohammad Mehdi Sharifi; Ian O'Connor; David Atienza; Giovanni Ansaloni; Can Li; Asif Khan; Daniel C. Ralph (DATE, 2023)

Invited Paper: Algorithm/Hardware Co-Design for Few-Shot Learning at the Edge. - Ann Franchesca Laguna; Mohammad Mehdi Sharifi; Dayane Reis; Liu Liu; Andrew Hennessee; Clayton O'Dell; Ian O'Connor; Michael T. Niemier; X. Sharon Hu (ICCAD, 2023)

Accelerating Polynomial Modular Multiplication with Crossbar-Based Compute-in-Memory. - Mengyuan Li 001; Haoran Geng; Michael T. Niemier; Xiaobo Sharon Hu (ICCAD, 2023)

SEE-MCAM: Scalable Multi-Bit FeFET Content Addressable Memories for Energy Efficient Associative Search. - Shengxi Shou; Che-Kai Liu; Sanggeon Yun; Zishen Wan; Kai Ni 004; Mohsen Imani; X. Sharon Hu; Jianyi Yang 003; Cheng Zhuo; Xunzhao Yin (ICCAD, 2023)

Improving Realistic Worst-Case Performance of NVCiM DNN Accelerators Through Training with Right-Censored Gaussian Noise. - Zheyu Yan; Yifan Qin; Wujie Wen; Xiaobo Sharon Hu; Yiyu Shi 001 (ICCAD, 2023)

Resource Virtualization with End-to-End Timing Guarantees for Multi-Hop Multi-Channel Real-Time Wireless Networks. - Jiachen Wang; Tianyu Zhang 001; Xiaobo Sharon Hu; Song Han 002 (RTSS, 2023)

Real-Time Flow Scheduling in Industrial 5G New Radio. - Tianyu Zhang 001; Jiachen Wang; Xiaobo Sharon Hu; Song Han 002 (RTSS, 2023)

On the Viability of Using LLMs for SW/HW Co-Design: An Example in Designing CiM DNN Accelerators. - Zheyu Yan; Yifan Qin; Xiaobo Sharon Hu; Yiyu Shi 001 (SOCC, 2023)

Compact and High-Performance TCAM Based on Scaled Double-Gate FeFETs. - Liu Liu; Shubham Kumar; Simon Thomann; Yogesh Singh Chauhan; Hussam Amrouch; Xiaobo Sharon Hu (CoRR, 2023)

Negative Feedback Training: A Novel Concept to Improve Robustness of NVCiM DNN Accelerators. - Yifan Qin; Zheyu Yan; Wujie Wen; Xiaobo Sharon Hu; Yiyu Shi 001 (CoRR, 2023)

Privacy Preserving In-memory Computing Engine. - Haoran Geng; Jianqiao Mo; Dayane Reis; Jonathan Takeshita; Taeho Jung; Brandon Reagen; Michael T. Niemier; Xiaobo Sharon Hu (CoRR, 2023)

A Reconfigurable FeFET Content Addressable Memory for Multi-State Hamming Distance. - Liu Liu; Ann Franchesca Laguna; Ramin Rajaei; Mohammad Mehdi Sharifi; Arman Kazemi; Xunzhao Yin; Michael T. Niemier; Xiaobo Sharon Hu (IEEE Trans. Circuits Syst. I Regul. Pap., 2023)

An Energy-Efficient Computing-in-Memory (CiM) Scheme Using Field-Free Spin-Orbit Torque (SOT) Magnetic RAMs. - Bi Wu; Haonan Zhu; Dayane Reis; Zhaohao Wang; Ying Wang 001; Ke Chen 018; Weiqiang Liu 001; Fabrizio Lombardi; Xiaobo Sharon Hu (IEEE Trans. Emerg. Top. Comput., 2023)

Report on the 2022 Embedded Systems Week (ESWEEK). - Aviral Shrivastava; Xiaobo Sharon Hu (IEEE Des. Test, 2023)

A Hybrid Optical-Electrical Analog Deep Learning Accelerator Using Incoherent Optical Signals. - Mingdai Yang; Qiuwen Lou; Ramin Rajaei; Mohammad Reza Jokar; Junyi Qiu; Yuming Liu; Aditi Udupa; Frederic T. Chong; John M. Dallesasse; Milton Feng; Lynford L. Goddard; X. Sharon Hu; et al. (ACM J. Emerg. Technol. Comput. Syst., 2023)

Micro/Nano Circuits and Systems Design and Design Automation: Challenges and Opportunities. - Gert Cauwenberghs; Jason Cong; X. Sharon Hu; Siddharth Joshi 001; Subhasish Mitra; Wolfgang Porod; H.-S. Philip Wong (Proc. IEEE, 2023)

The importance of resource awareness in artificial intelligence for healthcare. - Zhenge Jia; Jianxu Chen 001; Xiaowei Xu 004; John N. Kheir; Jingtong Hu; Han Xiao; Sui Peng; Xiaobo Sharon Hu; Danny Ziyi Chen; Yiyu Shi 001 (Nat. Mac. Intell., 2023)

ApproxTrain: Fast Simulation of Approximate Multipliers for DNN Training and Inference. - Jing Gong; Hassaan Saadat; Hasindu Gamaarachchi; Haris Javaid; Xiaobo Sharon Hu; Sri Parameswaran (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

MNSIM 2.0: A Behavior-Level Modeling Tool for Processing-In-Memory Architectures. - Zhenhua Zhu; Hanbo Sun; Tongxin Xie; Yu Zhu; Guohao Dai; Lixue Xia; Dimin Niu; Xiaoming Chen 003; Xiaobo Sharon Hu; Yu Cao 001; Yuan Xie 001; Huazhong Yang; et al. (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

Reliable Dynamic Packet Scheduling With Slot Sharing for Real-Time Wireless Networks. - Tianyu Zhang 001; Tao Gong; Mingsong Lyu; Nan Guan; Song Han 002; Xiaobo Sharon Hu (IEEE Trans. Mob. Comput., 2023)

C4CAM: A Compiler for CAM-based In-memory Accelerators. - Hamid Farzaneh; João Paulo Cardoso de Lima; Mengyuan Li 001; Asif Ali Khan; Xiaobo Sharon Hu; Jerónimo Castrillón (ASPLOS (3), 2024)

Special Session: Sustainable Deployment of Deep Neural Networks on Non-Volatile Compute-in-Memory Accelerators. - Yifan Qin; Zheyu Yan; Wujie Wen; Xiaobo Sharon Hu; Yiyu Shi 001 (CODES+ISSS, 2024)

Smoothing Disruption Across the Stack: Tales of Memory, Heterogeneity, & Compilers. - Michael T. Niemier; Zephan M. Enciso; M. Sharifi; Xiaobo Sharon Hu; Ian O'Connor; A. Graening; R. Sharma; P. Gupta; Jerónimo Castrillón; João Paulo C. de Lima; Asif Ali Khan; Hamid Farzaneh; et al. (DATE, 2024)

Co-Designing NVM-based Systems for Machine Learning and In-memory Search Applications. - Jörg Henkel; Lokesh Siddhu; Hassan Nassar; Lars Bauer; Jian-Jia Chen; Christian Hakert; Tristan Taylan Seidl; Kuan-Hsun Chen; Xiaobo Sharon Hu; Mengyuan Li 001; Chia-Lin Yang; Ming-Liang Wei (ICCAD, 2024)

TAP-CAM: A Tunable Approximate Matching Engine based on Ferroelectric Content Addressable Memory. - Chenyu Ni; Sijie Chen; Che-Kai Liu; Liu Liu; Mohsen Imani; Thomas Kämpfe; Kai Ni 004; Michael T. Niemier; Xiaobo Sharon Hu; Cheng Zhuo; Xunzhao Yin (ICCAD, 2024)

Towards Uncertainty-Quantifiable Biomedical Intelligence: Mixed-signal Compute-in-Entropy for Bayesian Neural Networks. - Likai Pei; Yifan Qin; Zephan M. Enciso; Boyang Cheng; Jianbo Liu; Steven Davis; Zhenge Jia; Michael T. Niemier; Yiyu Shi 001; Xiaobo Sharon Hu; Ningyuan Cao (ICCAD, 2024)

TSB: Tiny Shared Block for Efficient DNN Deployment on NVCIM Accelerators. - Yifan Qin; Zheyu Yan; Zixuan Pan; Wujie Wen; Xiaobo Sharon Hu; Yiyu Shi 001 (ICCAD, 2024)

Design of High-Performance and Compact CAM for Supporting Data-Intensive Applications. - Liu Liu; Ann Franchesca Laguna; Michael T. Niemier; Xiaobo Sharon Hu (ISCAS, 2024)

Efficient approximation of Earth Mover's Distance Based on Nearest Neighbor Search. - Guangyu Meng; Ruyu Zhou; Liu Liu; Peixian Liang; Fang Liu; Danny Chen 001; Michael T. Niemier; X. Sharon Hu (CoRR, 2024)

A New Secure Memory System for Efficient Data Protection and Access Pattern Obfuscation. - Haoran Geng; Yuezhi Che; Aaron Dingler; Michael T. Niemier; Xiaobo Sharon Hu (CoRR, 2024)

CAMASim: A Comprehensive Simulation Framework for Content-Addressable Memory based Accelerators. - Mengyuan Li 001; Shiyi Liu; Mohammad Mehdi Sharifi; X. Sharon Hu (CoRR, 2024)

Shared-PIM: Enabling Concurrent Computation and Data Flow for Faster Processing-in-DRAM. - Ahmed Mamdouh; Haoran Geng; Michael T. Niemier; Xiaobo Sharon Hu; Dayane Reis (CoRR, 2024)

A Remedy to Compute-in-Memory with Dynamic Random Access Memory: 1FeFET-1C Technology for Neuro-Symbolic AI. - Xunzhao Yin; Hamza Errahmouni Barkam; Franz Müller 001; Yu Jiang 001; Mohsen Imani; Sukhrob Abdulazhanov; Alptekin Vardar; Nellie Laleni; Zijian Zhao 001; Jiahui Duan; Zhiguo Shi 001; Siddharth Joshi 001; et al. (CoRR, 2024)

Tiny-Align: Bridging Automatic Speech Recognition and Large Language Model on the Edge. - Ruiyang Qin; Dancheng Liu; Gelei Xu; Zheyu Yan; Chenhui Xu; Yuting Hu; X. Sharon Hu; Jinjun Xiong; Yiyu Shi 001 (CoRR, 2024)

Report on the 2023 Embedded Systems Week (ESWEEK). - Xiaobo Sharon Hu; Alain Girault; Heiko Falk (IEEE Des. Test, 2024)

Neuro-Symbolic Computing: Advancements and Challenges in Hardware-Software Co-Design. - Xiaoxuan Yang 001; Zhangyang Wang; X. Sharon Hu; Chris H. Kim; Shimeng Yu; Miroslav Pajic; Rajit Manohar; Yiran Chen 001; Hai Helen Li (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

A Computing-in-Memory-Based One-Class Hyperdimensional Computing Model for Outlier Detection. - Ruixuan Wang; Sabrina Hassan Moon; Xiaobo Sharon Hu; Xun Jiao; Dayane Reis (IEEE Trans. Computers, 2024)

U-SWIM: Universal Selective Write-Verify for Computing-in-Memory Neural Accelerators. - Zheyu Yan; Xiaobo Sharon Hu; Yiyu Shi 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

Compute-in-Memory-Based Neural Network Accelerators for Safety-Critical Systems: Worst-Case Scenarios and Protections. - Zheyu Yan; Xiaobo Sharon Hu; Yiyu Shi 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

Accelerating Finite-Field and Torus Fully Homomorphic Encryption via Compute-Enabled (S)RAM. - Jonathan Takeshita; Dayane Reis; Ting Gong; Michael T. Niemier; Xiaobo Sharon Hu; Taeho Jung (IEEE Trans. Computers, 2024)

A 10.60 μW 150 GOPS Mixed-Bit-Width Sparse CNN Accelerator for Life-Threatening Ventricular Arrhythmia Detection. - Yifan Qin; Zhenge Jia; Zheyu Yan; Jay Mok; Manto Yung; Yu Liu 007; Xuejiao Liu; Wujie Wen; Luhong Liang; Kwang-Ting (Tim) Cheng; Xiaobo Sharon Hu; Yiyu Shi 001 (ASP-DAC, 2025)

NVCiM-PT: An NVCiM-Assisted Prompt Tuning Framework for Edge LLMs. - Ruiyang Qin; Pengyu Ren; Zheyu Yan; Liu Liu; Dancheng Liu; Amir Nassereldine; Jinjun Xiong; Kai Ni 004; X. Sharon Hu; Yiyu Shi 001 (DATE, 2025)

15.3 A 65nm Uncertainty-Quantifiable Ventricular Arrhythmia Detection Engine with 1.75µJ Per Inference. - Jianbo Liu; Zephan M. Enciso; Boyang Cheng; Likai Pei; Steven Davis; Yifan Qin; Zhenge Jia; Xiaobo Sharon Hu; Yiyu Shi 001; Ningyuan Cao (ISSCC, 2025)

A Homogeneous FeFET-Based Time-Domain Compute-in-Memory Fabric for Matrix-Vector Multiplication and Associative Search. - Xunzhao Yin; Qingrong Huang; Hamza Errahmouni Barkam; Franz Müller 001; Shan Deng; Alptekin Vardar; Sourav De 002; Zhouhang Jiang; Mohsen Imani; Ulf Schlichtmann; Xiaobo Sharon Hu; Cheng Zhuo; et al. (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

Trustworthy Tree-based Machine Learning by MoS2 Flash-based Analog CAM with Inherent Soft Boundaries. - Bo Wen; Guoyun Gao; Zhicheng Xu; Ruibin Mao; Xiaojuan Qi; X. Sharon Hu; Xunzhao Yin; Can Li (CoRR, 2025)