Yang Ni

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 44

Top Topics

Causal Discovery

Reinforcement Learning

Graphical Models

Top Venues

ACM Great Lakes Symposium on VLSI

Publications

Hanning Chen, Yang Ni, Wenjun Huang, Mohsen Imani
Scalable and Interpretable Brain-Inspired Hyper-Dimensional Computing Intelligence with Hardware-Software Co-Design. CICC (2024)
Wenjun Huang, Arghavan Rezvani, Hanning Chen, Yang Ni, Sanggeon Yun, Sungheon Jeong, Mohsen Imani
A Plug-in Tiny AI Module for Intelligent and Selective Sensor Data Transmission. CoRR (2024)
Alejandro Hernández-Cano, Yang Ni, Zhuowen Zou, Ali Zakeri, Mohsen Imani
Hyperdimensional computing with holographic and adaptive encoder. Frontiers Artif. Intell. 7 (2024)
Yang Ni, William Youngwoo Chung, Samuel Cho, Zhuowen Zou, Mohsen Imani
Efficient Exploration in Edge-Friendly Hyperdimensional Reinforcement Learning. ACM Great Lakes Symposium on VLSI (2024)
Wenjun Huang, Hanning Chen, Yang Ni, Arghavan Rezvani, Sanggeon Yun, Sungheon Jeon, Eric Pedley, Mohsen Imani
EcoSense: Energy-Efficient Intelligent Sensing for In-Shore Ship Detection through Edge-Cloud Collaboration. CoRR (2024)
Hanning Chen, Wenjun Huang, Yang Ni, Sanggeon Yun, Fei Wen, Hugo Latapie, Mohsen Imani
TaskCLIP: Extend Large Vision-Language Model for Task Oriented Object Detection. CoRR (2024)
Hyukjun Kwon, Kangwon Kim, Junyoung Lee, Hyunsei Lee, Jiseung Kim, Jinhyung Kim, Taehyung Kim, Yongnyeon Kim, Yang Ni, Mohsen Imani, Ilhong Suh, Yeseong Kim
Brain-Inspired Hyperdimensional Computing in the Wild: Lightweight Symbolic Learning for Sensorimotor Controls of Wheeled Robots. ICRA (2024)
Yang Ni, Yingguang Li, Changqing Liu, Yan Jin
A New Fourier Q Operator Network Based Reinforcement Learning Method for Continuous Action Space Decision-making in Manufacturing. Robotics Comput. Integr. Manuf. 86 (2024)
Chengfu Sun, Yang Ni, Rui Du
Fault diagnosis of chemical process based on CNN-BiGRU. CVDL (2024)
Yang Ni, Zhuowen Zou, Wenjun Huang, Hanning Chen, William Youngwoo Chung, Samuel Cho, Ranganath Krishnan, Pietro Mercati, Mohsen Imani
HEAL: Brain-inspired Hyperdimensional Efficient Active Learning. CoRR (2024)
Hanning Chen, Yang Ni, Ali Zakeri, Zhuowen Zou, Sanggeon Yun, Fei Wen, Behnam Khaleghi, Narayan Srinivasa, Hugo Latapie, Mohsen Imani
HDReason: Algorithm-Hardware Codesign for Hyperdimensional Knowledge Graph Reasoning. CoRR (2024)
Prathyush Poduval, Yang Ni, Zhuowen Zou, Kai Ni, Mohsen Imani
NetHD: Neurally Inspired Integration of Communication and Learning in Hyperspace. Adv. Intell. Syst. 6 (7) (2024)
Yang Ni, Hanning Chen, Prathyush Poduval, Zhuowen Zou, Pietro Mercati, Mohsen Imani
Brain-Inspired Trustworthy Hyperdimensional Computing with Efficient Uncertainty Quantification. ICCAD (2023)
Yang Ni, Danny Abraham, Mariam Issa, Yeseong Kim, Pietro Mercati, Mohsen Imani
Efficient Off-Policy Reinforcement Learning via Brain-Inspired Computing. ACM Great Lakes Symposium on VLSI (2023)
Junsouk Choi, Yang Ni
Model-based Causal Discovery for Zero-Inflated Count Data. J. Mach. Learn. Res. 24 (2023)
Yang Ni, Yeseong Kim, Tajana Rosing, Mohsen Imani
Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge (Extended Abstract). IJCAI (2023)
Saptarshi Roy, Raymond K. W. Wong, Yang Ni
Directed Cyclic Graph for Causal Discovery from Multivariate Functional Data. NeurIPS (2023)
Shuoli Chen, Kejun He, Shiyuan He, Yang Ni, Raymond K. W. Wong
Bayesian Nonlinear Tensor Regression with Functional Fused Elastic Net Prior. Technometrics 65 (4) (2023)
Sina Shahhosseini, Yang Ni, Hamidreza Alikhani, Emad Kasaeyan Naeini, Mohsen Imani, Nikil D. Dutt, Amir M. Rahmani
Efficient Personalized Learning for Wearable Health Applications using HyperDimensional Computing. CoRR (2022)
Yang Ni, Yeseong Kim, Tajana Rosing, Mohsen Imani
Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge. DATE (2022)
Sina Shahhosseini, Yang Ni, Emad Kasaeyan Naeini, Mohsen Imani, Amir M. Rahmani, Nikil D. Dutt
Flexible and Personalized Learning for Wearable Health Applications using HyperDimensional Computing. ACM Great Lakes Symposium on VLSI (2022)
Prathyush Poduval, Yang Ni, Yeseong Kim, Kai Ni, Raghavan Kumar, Rosario Cammarota, Mohsen Imani
Adaptive neural recovery for highly robust brain-like representation. DAC (2022)
Mariam Issa, Sina Shahhosseini, Yang Ni, Tianyi Hu, Danny Abraham, Amir M. Rahmani, Nikil D. Dutt, Mohsen Imani
Hyperdimensional Hybrid Learning on End-Edge-Cloud Networks. ICCD (2022)
Yang Ni, Yingguang Li, Changqing Liu, Xu Liu
A mechanism informed neural network for predicting machining deformation of annular parts. Adv. Eng. Informatics 53 (2022)
Zeya Wang, Yang Ni, Baoyu Jing, Deqing Wang, Hao Zhang, Eric P. Xing
DNB: A Joint Learning Framework for Deep Bayesian Nonparametric Clustering. IEEE Trans. Neural Networks Learn. Syst. 33 (12) (2022)
Yang Ni, Bani K. Mallick
Ordinal causal discovery. UAI (2022)
Yang Ni, Danny Abraham, Mariam Issa, Yeseong Kim, Pietro Mercati, Mohsen Imani
QHD: A brain-inspired hyperdimensional reinforcement learning algorithm. CoRR (2022)
Yang Ni
Bivariate Causal Discovery for Categorical Data via Classification with Optimal Label Permutation. CoRR (2022)
Yang Ni, Francesco C. Stingo, Veerabhadran Baladandayuthapani
Bayesian Covariate-Dependent Gaussian Graphical Models with Varying Structure. J. Mach. Learn. Res. 23 (2022)
Hanning Chen, Mariam Issa, Yang Ni, Mohsen Imani
DARL: Distributed Reconfigurable Accelerator for Hyperdimensional Reinforcement Learning. ICCAD (2022)
Yang Ni, Nicholas A. Lesica, Fan-Gang Zeng, Mohsen Imani
Neurally-Inspired Hyperdimensional Classification for Efficient and Robust Biosignal Processing. ICCAD (2022)
Fangting Zhou, Kejun He, Yang Ni
Causal discovery with heterogeneous observational data. UAI (2022)
Yang Ni
Bivariate Causal Discovery for Categorical Data via Classification with Optimal Label Permutation. NeurIPS (2022)
Yang Ni, Mariam Issa, Danny Abraham, Mahdi Imani, Xunzhao Yin, Mohsen Imani
HDPG: hyperdimensional policy-based reinforcement learning for continuous control. DAC (2022)
Yang Ni, Yeseong Kim, Tajana Rosing, Mohsen Imani
Online Performance and Power Prediction for Edge TPU via Comprehensive Characterization. DATE (2022)
Haibo Lu, Yang Ni
Numerical Investigation on the Influence of Tail Structure upon the Projectile. AIAM (ACM) (2021)
Junsouk Choi, Robert S. Chapkin, Yang Ni
Bayesian Causal Structural Learning with Zero-Inflated Poisson Bayesian Networks. NeurIPS (2020)
Yang Ni, David Jones, Zeya Wang
Consensus Variational and Monte Carlo Algorithms for Bayesian Nonparametric Clustering. IEEE BigData (2020)
Erlin Luo, Zhenhua Li, Zuchao Song, Yang Ni, Jian Wang
Design of Vibration Orientation Device for Thick Shell Mussel. ICITEE (2020)
Zeya Wang, Baoyu Jing, Yang Ni, Nanqing Dong, Pengtao Xie, Eric P. Xing
Adversarial Domain Adaptation Being Aware of Class Relationships. ECAI (2020)
Zeya Wang, Baoyu Jing, Yang Ni, Nanqing Dong, Pengtao Xie, Eric P. Xing
Adversarial Domain Adaptation Being Aware of Class Relationships. CoRR (2019)
Yang Ni
QLog Solar-Cell Mode Photodiode Logarithmic CMOS Pixel Using Charge Compression and Readout. Sensors 18 (2) (2018)
Yang Ni, Peter Müller, Lin Wei, Yuan Ji
Bayesian graphical models for computational network biology. BMC Bioinform. (3) (2018)
Yang Ni, Peter Müller, Lin Wei, Yuan Ji
Bayesian Graphical Models for Computational Network Biology. BCB (2017)
Christian Bouvier, Yang Ni
Logarithmic Image Sensor for Wide Dynamic Range Stereo Vision System. IHCI (2014)
Rajkishore Barik, Rashid Kaleem, Deepak Majeti, Brian T. Lewis, Tatiana Shpeisman, Chunling Hu, Yang Ni, Ali-Reza Adl-Tabatabai
Efficient Mapping of Irregular C++ Applications to Integrated GPUs. CGO (2014)
Xing Zhou, Jean Pierre Giacalone, María Jesús Garzarán, Robert H. Kuhn, Yang Ni, David A. Padua
Hierarchical overlapped tiling. CGO (2012)
Aleksandar Dragojevic, Yang Ni, Ali-Reza Adl-Tabatabai
Optimizing transactions for captured memory. SPAA (2009)
Tatiana Shpeisman, Ali-Reza Adl-Tabatabai, Robert Geva, Yang Ni, Adam Welc
Towards transactional memory semantics for C++. SPAA (2009)
Francisco Hirata-Flores, Muriel Muller, Yang Ni, Claude Gimenes
CMOS Implementation of a TR-UWB Receiver. EW (2008)
Richard M. Yoo, Yang Ni, Adam Welc, Bratin Saha, Ali-Reza Adl-Tabatabai, Hsien-Hsin S. Lee
Kicking the tires of software transactional memory: why the going gets tough. SPAA (2008)
Walid Hizem, Yang Ni, Bernadette Dorizzi
Near infrared sensing and associated landmark detection for face recognition. J. Electronic Imaging 17 (1) (2008)
Yang Ni, Adam Welc, Ali-Reza Adl-Tabatabai, Moshe Bach, Sion Berkowits, James Cownie, Robert Geva, Sergey Kozhukow, Ravi Narayanaswamy, Jeffrey Olivier, Serguei Preis, Bratin Saha, Ady Tal, Xinmin Tian
Design and implementation of transactional constructs for C/C++. OOPSLA (2008)
Charbel Saber, Roger Lamberti, Muriel Muller, Yang Ni, Francisco Hirata-Flores
Optimal correlator size for the TDSC-UWB detection method. Mobility Conference (2007)
Yang Ni, Vijay Menon, Ali-Reza Adl-Tabatabai, Antony L. Hosking, Richard L. Hudson, J. Eliot B. Moss, Bratin Saha, Tatiana Shpeisman
Open nesting in software transactional memory. PPOPP (2007)
Yang Ni, Emine Krichen, Walid Hizem, Sonia Garcia-Salicetti, Bernadette Dorizzi
Active differential CMOS imaging device for human face recognition. IEEE Signal Process. Lett. 13 (4) (2006)
Walid Hizem, Emine Krichen, Yang Ni, Bernadette Dorizzi, Sonia Garcia-Salicetti
Specific Sensors for Face Recognition. ICB (2006)
Muriel Muller, Yang Ni, Roger Lamberti, Charbel Saber
A New Signal Detection Method for TR-UWB: By Time Delayed Sampling and Correlation (TDSC). ICETE (Selected Papers) (2006)
Muriel Muller, Yang Ni, Roger Lamberti, Charbel Saber
A New Signal Detection Method for TR-UWB - By Time Delayed Sampling & Correlation (TDSC). WINSYS (2006)
Yang Ni, Ulrich Kremer, Adrian Stere, Liviu Iftode
Programming ad-hoc networks of mobile and resource-constrained devices. PLDI (2005)
Yang Ni, Ulrich Kremer, Liviu Iftode
A programming language for ad-hoc networks of mobile devices. LCR (2004)
Yang Ni
Electronic retina based vision systems an adequation algorithm-architecture application approach. Ann. des Télécommunications 59 (3-4) (2004)
Sonia Garcia-Salicetti, Charles Beumier, Gérard Chollet, Bernadette Dorizzi, Jean Leroux les Jardins, Jan Lunter, Yang Ni, Dijana Petrovska-Delacrétaz
BIOMET: A Multimodal Person Authentication Database Including Face, Voice, Fingerprint, Hand and Signature Modalities. AVBPA (2003)
Alain Goyé, Eric Lecolinet, Shiuan-Sung Lin, Gérard Chollet, Catherine Pelachaud, Xiaoqing Ding, Yang Ni
Multimodal user interfaces for a travel assistant. IHM (2003)
Yang Ni, Ulrich Kremer, Liviu Iftode
Spatial Views: Space-Aware Programming for Networks of Embedded Systems. LCPC (2003)
Yang Ni
Electronic retina based vision system. ETFA (2) (2003)
Yang Ni, Jianhong Guan
A 256×256 pixel smart CMOS image sensor for line-based stereo vision applications. IEEE J. Solid State Circuits 35 (7) (2000)
Yang Ni, Francis Devos, Mohammed Boujrad, Jianhong Guan
Histogram-equalization-based adaptive image sensor for real-time vision. IEEE J. Solid State Circuits 32 (7) (1997)
Ming Zhang, Francis Devos, Jean-François Pône, Yang Ni
A Parallel Trimming Method of Offset Reduction for Comparators and Amplifiers. ISCAS (1994)
F. Lavainne, Yang Ni, Francis Devos, P. de Came
Adaptive Smart Imager for Pulse Structured Light Vision. ISCAS (1994)
Yang Ni, Yi-min Zhu, Bogdan Arion, Francis Devos
Yet another analog 2D Gaussian convolver. ISCAS (1993)
Yang Ni, Francis Devos
An Analog Smart Sensor for Active Obstacle Detection. ISCAS (1993)