Haichuan Yang

94 papers A* 10B 3C 1Misc 3Journal 53Unranked 24
YearRankTypeTitle / Venue / Authors
2026 J jnl
Associative Constructive Evolution: Enhancing Metaheuristics through Hebbian-Learned Generative Guidance.
CoRR
Shanxian Lin, Yuichi Nagata, Haichuan Yang
2026 J jnl
Multi-Constrained Evolutionary Molecular Design Framework: An Interpretable Drug Design Method Combining Rule-Based Evolution and Molecular Crossover.
CoRR
Shanxian Lin, Wei Xia, Yuichi Nagata, Haichuan Yang
2026 J jnl
Observer-Based Adaptive Resilient Fault-Tolerant Cooperative Control for Multiple Fixed-Wing UAVs Subject to Cyberattacks and Actuator Faults.
IEEE Internet Things J.
Haichuan Yang, Ziquan Yu, Youmin Zhang
2026 J jnl
Resilient Fault-Tolerant Cooperative Control for Multiple Unmanned Aerial Vehicles Under DoS Attacks and Actuator Faults.
IEEE Trans. Veh. Technol.
Haichuan Yang, Ziquan Yu, Youmin Zhang
2025 J jnl
A Nonlinear Dimensionality Reduction Search Improved Differential Evolution for large-scale optimization.
Swarm Evol. Comput.
Yifei Yang, Haotian Li, Zhenyu Lei, Haichuan Yang, Jian Wang
2025 J jnl
An evolutionary swarm intelligence optimizer based on probabilistic distribution.
Neural Comput. Appl.
Yifei Yang, Haichuan Yang, Haotian Li, Zheng Tang, Shangce Gao
2025 J jnl
Chaotic map-coded metaheuristics for metameric variable-length problems.
Genet. Program. Evolvable Mach.
Haichuan Yang, Haotian Li, Yifei Yang, Naoya Chiba, Shingo Kagami, Koichi Hashimoto, Yuichi Nagata
2025 — conf
EDNMs for Visual Analytics of Learning Behavior and Early Risk Prediction.
AIED (2)
Cheng Tang, Bin Li, Haichuan Yang, Gen Li, Li Chen, Boxuan Ma, Atsushi Shimada
2025 J jnl
Hierarchical Chaotic Wingsuit Flying Search Algorithm with Balanced Exploitation and Exploration for Optimization.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci.
Sicheng Liu, Kaiyu Wang, Haichuan Yang, Tao Zheng, Zhenyu Lei, Meng Jia, Shangce Gao
2025 — conf
HyperZero: A Customized End-to-End Auto-Tuning System for Recommendation with Hourly Feedback.
KDD (1)
Xufeng Cai, Ziwei Guan, Lei Yuan, Ali Selman Aydin, Tengyu Xu, Boying Liu, Wenbo Ren, Renkai Xiang, Songyi He, Haichuan Yang, Serena Li, Mingze Gao, Yue Weng, Ji Liu
2025 J jnl
HyperZero: A Customized End-to-End Auto-Tuning System for Recommendation with Hourly Feedback.
CoRR
Xufeng Cai, Ziwei Guan, Lei Yuan, Ali Selman Aydin, Tengyu Xu, Boying Liu, Wenbo Ren, Renkai Xiang, Songyi He, Haichuan Yang, Serena Li, Mingze Gao, Yue Weng, Ji Liu
2025 J jnl
Resilient Consensus Control for Multiple UAVs With Input Saturation Under DoS Attacks.
IEEE Trans. Cybern.
Haichuan Yang, Ziquan Yu, Minrui Fu, Youmin Zhang
2025 — conf
SWaT: Statistical Modeling of Video Watch Time through User Behavior Analysis.
KDD (1)
Shentao Yang, Haichuan Yang, Linna Du, Adithya Ganesh, Bo Peng, Boying Liu, Serena Li, Ji Liu
2024 B conf
Chaotic Map-Coded Evolutionary Algorithms for Dendritic Neuron Model Optimization.
CEC
Haichuan Yang, Yifei Yang, Yuxin Zhang, Cheng Tang, Koichi Hashimoto, Yuichi Nagata
2024 — conf
Mixture-of-Supernets: Improving Weight-Sharing Supernet Training with Architecture-Routed Mixture-of-Experts.
ACL (Findings)
Ganesh Jawahar, Haichuan Yang, Yunyang Xiong, Zechun Liu, Dilin Wang, Fei Sun, Meng Li, Aasish Pappu, Barlas Oguz, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Raghuraman Krishnamoorthi, Vikas Chandra
2024 J jnl
SWaT: Statistical Modeling of Video Watch Time through User Behavior Analysis.
CoRR
Shentao Yang, Haichuan Yang, Linna Du, Adithya Ganesh, Bo Peng, Boying Liu, Serena Li, Ji Liu
2024 Misc conf
TODM: Train Once Deploy Many Efficient Supernet-Based RNN-T Compression For On-Device ASR Models.
ICASSP
Yuan Shangguan, Haichuan Yang, Danni Li, Chunyang Wu, Yassir Fathullah, Dilin Wang, Ayushi Dalmia, Raghuraman Krishnamoorthi, Ozlem Kalinli, Junteng Jia, Jay Mahadeokar, Xin Lei, Mike Seltzer, Vikas Chandra
2024 J jnl
Triple-layered chaotic differential evolution algorithm for layout optimization of offshore wave energy converters.
Expert Syst. Appl.
Zihang Zhang, Qianrui Yu, Haichuan Yang, Jiayi Li, Jiujun Cheng, Shangce Gao
2023 J jnl
A Chaotic Local Search-Based Particle Swarm Optimizer for Large-Scale Complex Wind Farm Layout Optimization.
IEEE CAA J. Autom. Sinica
Zhenyu Lei, Shangce Gao, Zhiming Zhang, Haichuan Yang, Haotian Li
2023 J jnl
A Hyperparameter Self-Evolving SHADE-Based Dendritic Neuron Model for Classification.
Axioms
Haichuan Yang, Yuxin Zhang, Chaofeng Zhang, Wei Xia, Yifei Yang, Zhenwei Zhang
2023 J jnl
A Non-Revisiting Equilibrium Optimizer Algorithm.
IEICE Trans. Inf. Syst.
Baohang Zhang, Haichuan Yang, Tao Zheng, Ronglong Wang, Shangce Gao
2023 J jnl
A chaotic local search-based LSHADE with enhanced memory storage mechanism for wind farm layout optimization.
Appl. Soft Comput.
Yang Yu, Tengfei Zhang, Zhenyu Lei, Yirui Wang, Haichuan Yang, Shangce Gao
2023 J jnl
An improved spherical evolution with enhanced exploration capabilities to address wind farm layout optimization problem.
Eng. Appl. Artif. Intell.
Haichuan Yang, Shangce Gao, Zhenyu Lei, Jiayi Li, Yang Yu, Yirui Wang
2023 — conf
Chaotic Mapping Genetic Algorithm with Multiple Strategies.
ICACI
Qianyu Zhu, Yifei Yang, Haotian Li, Haichuan Yang, Baohang Zhang, Shangce Gao
2023 A* conf
CoPriv: Network/Protocol Co-Optimization for Communication-Efficient Private Inference.
NeurIPS
Wenxuan Zeng, Meng Li, Haichuan Yang, Wen-jie Lu, Runsheng Wang, Ru Huang
2023 J jnl
CoPriv: Network/Protocol Co-Optimization for Communication-Efficient Private Inference.
CoRR
Wenxuan Zeng, Meng Li, Haichuan Yang, Wenjie Lu, Runsheng Wang, Ru Huang
2023 — conf
Comparative Study of Hybridization and Parameter Tuning Improvement Methods for EAs in WFLOP.
CIIS
Ziqing Ye, Haichuan Yang, Naoya Chiba, Koichi Hashimoto
2023 — conf
Event-Triggered Consensus Control of Multi-Agent System under Periodic DoS Attacks.
MED
Haichuan Yang, Minrui Fu, Ziquan Yu, Youmin Zhang
2023 J jnl
Event-triggered resilient consensus control of multiple unmanned systems against periodic DoS attacks based on state predictor.
Secur. Saf.
Haichuan Yang, Ziquan Yu, Youmin Zhang
2023 J jnl
Mixture-of-Supernets: Improving Weight-Sharing Supernet Training with Architecture-Routed Mixture-of-Experts.
CoRR
Ganesh Jawahar, Haichuan Yang, Yunyang Xiong, Zechun Liu, Dilin Wang, Fei Sun, Meng Li, Aasish Pappu, Barlas Oguz, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Raghuraman Krishnamoorthi, Vikas Chandra
2023 J jnl
Swarm Exploration Mechanism-Based Distributed Water Wave Optimization.
Int. J. Comput. Intell. Syst.
Haotian Li, Haichuan Yang, Baohang Zhang, Han Zhang, Shangce Gao
2023 J jnl
TODM: Train Once Deploy Many Efficient Supernet-Based RNN-T Compression For On-device ASR Models.
CoRR
Yuan Shangguan, Haichuan Yang, Danni Li, Chunyang Wu, Yassir Fathullah, Dilin Wang, Ayushi Dalmia, Raghuraman Krishnamoorthi, Ozlem Kalinli, Junteng Jia, Jay Mahadeokar, Xin Lei, Mike Seltzer, Vikas Chandra
2022 — conf
A Novel Differential Evolution Sparrow Search Algorithm.
ISCID
Yifei Yang, Haotian Li, Haichuan Yang, Baohang Zhang, Shangce Gao
2022 — conf
A Population Resource Allocation-based Adaptive Spherical Search Algorithm.
ICNSC
Lin Zhong, Sichen Tao, Qingya Sui, Haichuan Yang, Zhenyu Lei, Shangce Gao
2022 J jnl
A Simple but Efficient Ranking-Based Differential Evolution.
IEICE Trans. Inf. Syst.
Jiayi Li, Lin Yang, Junyan Yi, Haichuan Yang, Yuki Todo, Shangce Gao
2022 — conf
An Immigration Strategy-based Spherical Search Algorithm.
ICNSC
Qingya Sui, Sichen Tao, Lin Zhong, Haichuan Yang, Zhenyu Lei, Shangce Gao
2022 — conf
An Optimal Differential Vector Incorporated Whale Optimizer.
ISCID
Jiatianyi Yu, Haichuan Yang, Baohang Zhang, Shibo Dong, Shangce Gao
2022 J jnl
An intelligent metaphor-free spatial information sampling algorithm for balancing exploitation and exploration.
Knowl. Based Syst.
Haichuan Yang, Yang Yu, Jiujun Cheng, Zhenyu Lei, Zonghui Cai, Zihang Zhang, Shangce Gao
2022 A* conf
DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks.
ICML
Yonggan Fu, Haichuan Yang, Jiayi Yuan, Meng Li, Cheng Wan, Raghuraman Krishnamoorthi, Vikas Chandra, Yingyan Lin
2022 J jnl
DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks.
CoRR
Yonggan Fu, Haichuan Yang, Jiayi Yuan, Meng Li, Cheng Wan, Raghuraman Krishnamoorthi, Vikas Chandra, Yingyan Lin
2022 — conf
Gravitational Search Algorithm With Hierarchical Structure Guided By Elite Individual.
ISCID
Haotian Li, Yifei Yang, Haichuan Yang, Zheng Tang, Shangce Gao
2022 — conf
Hierarchical Water Wave Optimization.
ICNSC
Shibo Dong, Haichuan Yang, Haotian Li, Baohang Zhang, Sichen Tao, Shangce Gao
2022 — conf
Learning a Dual-Mode Speech Recognition Model VIA Self-Pruning.
SLT
Chunxi Liu, Yuan Shangguan, Haichuan Yang, Yangyang Shi, Raghuraman Krishnamoorthi, Ozlem Kalinli
2022 J jnl
Learning a Dual-Mode Speech Recognition Model via Self-Pruning.
CoRR
Chunxi Liu, Yuan Shangguan, Haichuan Yang, Yangyang Shi, Raghuraman Krishnamoorthi, Ozlem Kalinli
2022 J jnl
LiCo-Net: Linearized Convolution Network for Hardware-efficient Keyword Spotting.
CoRR
Haichuan Yang, Zhaojun Yang, Li Wan, Biqiao Zhang, Yangyang Shi, Yiteng Huang, Ivaylo Enchev, Limin Tang, Raziel Alvarez, Ming Sun, Xin Lei, Raghuraman Krishnamoorthi, Vikas Chandra
2022 Misc conf
Omni-Sparsity DNN: Fast Sparsity Optimization for On-Device Streaming E2E ASR Via Supernet.
ICASSP
Haichuan Yang, Yuan Shangguan, Dilin Wang, Meng Li, Pierce Chuang, Xiaohui Zhang, Ganesh Venkatesh, Ozlem Kalinli, Vikas Chandra
2022 J jnl
PAIDDE: A Permutation-Archive Information Directed Differential Evolution Algorithm.
IEEE Access
Xiaosi Li, Kaiyu Wang, Haichuan Yang, Sichen Tao, Shuai Feng, Shangce Gao
2022 J jnl
Spatial information sampling: another feedback mechanism of realising adaptive parameter control in meta-heuristic algorithms.
Int. J. Bio Inspired Comput.
Haichuan Yang, Sichen Tao, Zhiming Zhang, Zonghui Cai, Shangce Gao
2021 J jnl
A Ladder Spherical Evolution Search Algorithm.
IEICE Trans. Inf. Syst.
Haichuan Yang, Shangce Gao, Ronglong Wang, Yuki Todo
2021 J jnl
A Novel Distributed Gravitational Search Algorithm With Multi-Layered Information Interaction.
IEEE Access
Xiaosi Li, Haichuan Yang, Jiayi Li, Yirui Wang, Shangce Gao
2021 J jnl
Adaptive chaotic spherical evolution algorithm.
Memetic Comput.
Lin Yang, Shangce Gao, Haichuan Yang, Zonghui Cai, Zhenyu Lei, Yuki Todo
2021 J jnl
Comparative Study on Single and Multiple Chaotic Maps Incorporated Grey Wolf Optimization Algorithms.
IEEE Access
Zhe Xu, Haichuan Yang, Jiayi Li, Xingyi Zhang, Bo Lu, Shangce Gao
2021 — conf
Differential Whale Optimization Algorithm.
ICNSC
Tao Zheng, Baohang Zhang, Haichuan Yang, Jiayi Li, Shangce Gao
2021 J jnl
Low-Rank+Sparse Tensor Compression for Neural Networks.
CoRR
Cole Hawkins, Haichuan Yang, Meng Li, Liangzhen Lai, Vikas Chandra
2021 — conf
Mutual Error Compensation based Area and Power efficient Approximate Multiplier.
ASICON
Renyuan Zhang, Xuetao Wang, Ziyu Wang, Anfeng Xue, Haichuan Yang, Yu Gong, Bo Liu
2021 J jnl
Noisy Training Improves E2E ASR for the Edge.
CoRR
Dilin Wang, Yuan Shangguan, Haichuan Yang, Pierce Chuang, Jiatong Zhou, Meng Li, Ganesh Venkatesh, Ozlem Kalinli, Vikas Chandra
2021 J jnl
Omni-sparsity DNN: Fast Sparsity Optimization for On-Device Streaming E2E ASR via Supernet.
CoRR
Haichuan Yang, Yuan Shangguan, Dilin Wang, Meng Li, Pierce Chuang, Xiaohui Zhang, Ganesh Venkatesh, Ozlem Kalinli, Vikas Chandra
2021 A* conf
PyTorchVideo: A Deep Learning Library for Video Understanding.
ACM Multimedia
Haoqi Fan, Tullie Murrell, Heng Wang, Kalyan Vasudev Alwala, Yanghao Li, Yilei Li, Bo Xiong, Nikhila Ravi, Meng Li, Haichuan Yang, Jitendra Malik, Ross B. Girshick, Matt Feiszli, Aaron Adcock, Wan-Yen Lo, Christoph Feichtenhofer
2021 J jnl
PyTorchVideo: A Deep Learning Library for Video Understanding.
CoRR
Haoqi Fan, Tullie Murrell, Heng Wang, Kalyan Vasudev Alwala, Yanghao Li, Yilei Li, Bo Xiong, Nikhila Ravi, Meng Li, Haichuan Yang, Jitendra Malik, Ross B. Girshick, Matt Feiszli, Aaron Adcock, Wan-Yen Lo, Christoph Feichtenhofer
2020 J jnl
A Dendritic Neuron Model with Adaptive Synapses Trained by Differential Evolution Algorithm.
Comput. Intell. Neurosci.
Zhe Wang, Shangce Gao, Jiaxin Wang, Haichuan Yang, Yuki Todo
2020 — conf
A Sine Cosine Algorithm Enhanced Spherical Evolution for Continuous Optimization Problems.
ISCID
Pengxing Cai, Haichuan Yang, Yu Zhang, Yuki Todo, Zheng Tang, Shangce Gao
2020 A* conf
Automatic Neural Network Compression by Sparsity-Quantization Joint Learning: A Constrained Optimization-Based Approach.
CVPR
Haichuan Yang, Shupeng Gui, Yuhao Zhu, Ji Liu
2020 J jnl
GAN Slimming: All-in-One GAN Compression by A Unified Optimization Framework.
CoRR
Haotao Wang, Shupeng Gui, Haichuan Yang, Ji Liu, Zhangyang Wang
2020 — conf
GAN Slimming: All-in-One GAN Compression by a Unified Optimization Framework.
ECCV (4)
Haotao Wang, Shupeng Gui, Haichuan Yang, Ji Liu, Zhangyang Wang
2020 J jnl
Learning Simple Thresholded Features With Sparse Support Recovery.
IEEE Trans. Circuits Syst. Video Technol.
Hongyu Xu, Zhangyang Wang, Haichuan Yang, Ding Liu, Ji Liu
2020 J jnl
QCNN Inspired Reconfigurable Keyword Spotting Processor With Hybrid Data-Weight Reuse Methods.
IEEE Access
Yu Gong, Yan Li, Xiaoling Ding, Haichuan Yang, Zilong Zhang, Xuan Zhang, Wei Ge, Zhen Wang, Bo Liu
2020 — conf
Spherical Evolution Enhanced with Salp Swarm Algorithm.
ISCID
Zhen Li, Haichuan Yang, Zhiming Zhang, Yuki Todo, Shangce Gao
2020 — conf
Using Grey Wolf Hunting Mechanism to Improve Spherical Search.
ISCID
Sicheng Liu, Sichen Tao, Haichuan Yang, Lin Jiang, Yuki Todo, Shangce Gao
2019 J jnl
A Robust AUC Maximization Framework With Simultaneous Outlier Detection and Feature Selection for Positive-Unlabeled Classification.
IEEE Trans. Neural Networks Learn. Syst.
Ke Ren, Haichuan Yang, Yu Zhao, Wu Chen, Mingshan Xue, Hongyu Miao, Shuai Huang, Ji Liu
2019 J jnl
Adversarially Trained Model Compression: When Robustness Meets Efficiency.
CoRR
Shupeng Gui, Haotao Wang, Chen Yu, Haichuan Yang, Zhangyang Wang, Ji Liu
2019 A* conf
ECC: Platform-Independent Energy-Constrained Deep Neural Network Compression via a Bilinear Regression Model.
CVPR
Haichuan Yang, Yuhao Zhu, Ji Liu
2019 — conf
Energy-Constrained Compression for Deep Neural Networks via Weighted Sparse Projection and Layer Input Masking.
ICLR (Poster)
Haichuan Yang, Yuhao Zhu, Ji Liu
2019 J jnl
Learning Sparsity and Quantization Jointly and Automatically for Neural Network Compression via Constrained Optimization.
CoRR
Haichuan Yang, Shupeng Gui, Yuhao Zhu, Ji Liu
2019 — conf
Marginal Policy Gradients: A Unified Family of Estimators for Bounded Action Spaces with Applications.
ICLR (Poster)
Carson Eisenach, Haichuan Yang, Ji Liu, Han Liu
2019 A* conf
Model Compression with Adversarial Robustness: A Unified Optimization Framework.
NeurIPS
Shupeng Gui, Haotao Wang, Haichuan Yang, Chen Yu, Zhangyang Wang, Ji Liu
2018 J jnl
A Robust AUC Maximization Framework with Simultaneous Outlier Detection and Feature Selection for Positive-Unlabeled Classification.
CoRR
Ke Ren, Haichuan Yang, Yu Zhao, Mingshan Xue, Hongyu Miao, Shuai Huang, Ji Liu
2018 J jnl
Adaptive hash retrieval with kernel based similarity.
Pattern Recognit.
Xiao Bai, Cheng Yan, Haichuan Yang, Lu Bai, Jun Zhou, Edwin Robert Hancock
2018 J jnl
ECC: Energy-Constrained Deep Neural Network Compression via a Bilinear Regression Model.
CoRR
Haichuan Yang, Yuhao Zhu, Ji Liu
2018 J jnl
End-to-End Learning of Energy-Constrained Deep Neural Networks.
CoRR
Haichuan Yang, Yuhao Zhu, Ji Liu
2018 J jnl
Learning Simple Thresholded Features with Sparse Support Recovery.
CoRR
Zhangyang Wang, Hongyu Xu, Haichuan Yang, Ding Liu, Ji Liu
2018 J jnl
Marginal Policy Gradients for Complex Control.
CoRR
Carson Eisenach, Haichuan Yang, Ji Liu, Han Liu
2017 A* conf
On The Projection Operator to A Three-view Cardinality Constrained Set.
ICML
Haichuan Yang, Shupeng Gui, Chuyang Ke, Daniel Stefankovic, Ryohei Fujimaki, Ji Liu
2017 J jnl
On The Projection Operator to A Three-view Cardinality Constrained Set.
CoRR
Haichuan Yang, Shupeng Gui, Chuyang Ke, Daniel Stefankovic, Ryohei Fujimaki, Ji Liu
2016 J jnl
Maximum margin hashing with supervised information.
Multim. Tools Appl.
Haichuan Yang, Xiao Bai, Yanzhen Liu, Yanyang Wang, Lu Bai, Jun Zhou, Wenzhong Tang
2016 A* conf
On Benefits of Selection Diversity via Bilevel Exclusive Sparsity.
CVPR
Haichuan Yang, Yijun Huang, Lam Tran, Ji Liu, Shuai Huang
2016 A* conf
Online Feature Selection: A Limited-Memory Substitution Algorithm and Its Asynchronous Parallel Variation.
KDD
Haichuan Yang, Ryohei Fujimaki, Yukitaka Kusumura, Ji Liu
2015 — conf
Isometric Mapping Hashing.
GbRPR
Yanzhen Liu, Xiao Bai, Haichuan Yang, Zhou Jun, Zhihong Zhang
2015 — conf
Learning Graph Model for Different Dimensions Image Matching.
GbRPR
Haoyi Zhou, Xiao Bai, Jun Zhou, Haichuan Yang, Yun Liu
2014 A* conf
Adaptive Object Retrieval with Kernel Reconstructive Hashing.
CVPR
Haichuan Yang, Xiao Bai, Jun Zhou, Peng Ren, Zhihong Zhang, Jian Cheng
2014 J jnl
Data-Dependent Hashing Based on p-Stable Distribution.
IEEE Trans. Image Process.
Xiao Bai, Haichuan Yang, Jun Zhou, Peng Ren, Jian Cheng
2014 B conf
Semi-randomized hashing for large scale data retrieval.
DSAA
Haichuan Yang, Xiao Bai, Jun Zhou, Peng Ren, Jian Cheng, Lu Bai
2013 B conf
Label propagation hashing based on p-stable distribution and coordinate descent.
ICIP
Haichuan Yang, Xiao Bai, Chuntian Liu, Jun Zhou
2013 C conf
Semi-supervised hyperspectral band selection via sparse linear regression and hypergraph models.
IGARSS
Zhouxiao Guo, Haichuan Yang, Xiao Bai, Zhihong Zhang, Jun Zhou
2002 Misc conf
Building and supporting a massive data infrastructure for the masses.
SIGUCCS
Anurag Shankar, Gustav Meglicki, Jeff Russ, Haichuan Yang, E. Chris Garrison