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We stand with Ukraine

Weijie Liu

This page is a disambiguation page, it actually contains multiple papers from persons of the same or a similar name.

Bibliography

2026

Pro-Prophet: A Systematic Load Balancing Method for Efficient Parallel Training of Large-Scale MoE Models.

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IEEE Trans. Parallel Distributed Syst., May, 2026

ADWIN: Adaptive Windows for Horizon-Aware On-Policy Distillation.

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CoRR, May, 2026

RLVR Datasets and Where to Find Them: Tracing Data Lineage for Better Training Data.

[DOI]

Hsiu-Yuan Huang

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CoRR, May, 2026

Learning to Foresee: Unveiling the Unlocking Efficiency of On-Policy Distillation.

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CoRR, May, 2026

Listwise Policy Optimization: Group-based RLVR as Target-Projection on the LLM Response Simplex.

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CoRR, May, 2026

Tool Learning Needs Nothing More Than a Free 8B Language Model.

[DOI]

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Hsiu-Yuan Huang

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CoRR, April, 2026

GENGait: Exploring a Skeleton-Based Gait Recognition Framework With Strong Generalizability.

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IEEE Trans. Comput. Soc. Syst., February, 2026

Learning beyond Teacher: Generalized On-Policy Distillation with Reward Extrapolation.

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CoRR, February, 2026

Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models.

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CoRR, February, 2026

Small Generalizable Prompt Predictive Models Can Steer Efficient RL Post-Training of Large Reasoning Models.

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CoRR, February, 2026

ORBIT: On-policy Exploration-Exploitation for Controllable Multi-Budget Reasoning.

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CoRR, January, 2026

Inconsistency identification for battery energy storage systems based on clustering-embedded low-rank representation.

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Reliab. Eng. Syst. Saf., 2026

Mechanism-guided deep learning for pest classification in tomato leaves.

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Comput. Electron. Agric., 2026

Multi-Dimensional Feature Extraction and Classification Method for Industrial Noise Integrating Wavelet Transform and Machine Learning.

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IEEE Access, 2026

MIFE: A Multimodal VR Immersive Training System for Fire Escape.

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Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces, 2026

Losing the Beat: Understanding and Mitigating Desynchronization Risks in Container Isolation.

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Proceedings of the 33rd Annual Network and Distributed System Security Symposium, 2026

VI-MMRec: Similarity-Aware Training Cost-free Virtual User-Item Interactions for Multimodal Recommendation.

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Edith C. H. Ngai

Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, 2026

AdaCheck: An Adaptive Checkpointing System for Efficient LLM Training with Redundancy Utilization.

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Proceedings of the 24th USENIX Conference on File and Storage Technologies, 2026

Do Not Step Into the Same River Twice: Learning to Reason from Trial and Error.

[DOI]

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Hsiu-Yuan Huang

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Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

Detecting Dental Landmarks from Intraoral 3D Scans: the 3DTeethLand challenge.

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CoRR, December, 2025

EntroPIC: Towards Stable Long-Term Training of LLMs via Entropy Stabilization with Proportional-Integral Control.

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CoRR, November, 2025

Cross-Domain Gesture Recognition via Wrist-Worn Sensing for Resource-Efficient IoT Applications.

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IEEE Internet Things J., October, 2025

Efficient deep neural network training via decreasing precision with layer capacity.

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Frontiers Comput. Sci., October, 2025

Think Outside the Policy: In-Context Steered Policy Optimization.

[DOI]

Hsiu-Yuan Huang

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CoRR, October, 2025

Do Not Step Into the Same River Twice: Learning to Reason from Trial and Error.

[DOI]

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Hsiu-Yuan Huang

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CoRR, October, 2025

LaSeR: Reinforcement Learning with Last-Token Self-Rewarding.

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CoRR, October, 2025

Oases: Efficient Large-Scale Model Training on Commodity Servers via Overlapped and Automated Tensor Model Parallelism.

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IEEE Trans. Parallel Distributed Syst., September, 2025

Consistency Evaluation for Lithium-Ion Battery Energy Storage Systems Based on Approximate Low-Rank Representation and Hypersphere Concentration.

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IEEE Trans. Ind. Electron., May, 2025

AutoPipe-H: A Heterogeneity-Aware Data-Paralleled Pipeline Approach on Commodity GPU Servers.

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IEEE Trans. Computers, April, 2025

Dynamic relevance learning for few-shot object detection.

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Signal Image Video Process., April, 2025

Flexible dual-mode sensor with accurate contact pressure sensing and contactless distance detection functions for robotic perception.

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J. Intell. Manuf., February, 2025

Robust Low-Rank Reconstruction of Seismic Data.

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IEEE Trans. Geosci. Remote. Sens., 2025

Robust optimization method for co-simulation of equipment based on EDEM-ADAMS.

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Simul. Model. Pract. Theory, 2025

Accelerating personalized federated learning via dynamic gradient substitution and client selection.

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Comput. Networks, 2025

Geodesic heatmap-based segmentation-free framework for robust tooth landmark detection.

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Comput. Graph., 2025

A dynamic arrangement framework for automatic tooth alignment based on orthodontic rules.

[DOI]

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Chuanxiang Yang

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Comput. Aided Geom. Des., 2025

Mapping the evolving trend of research on efferocytosis: a comprehensive data-mining-based study.

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BioData Min., 2025

PASTA: Training Acceleration for Vertical Federated Learning via Adaptive Pipeline Parallelism.

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Proceedings of the 33rd IEEE/ACM International Symposium on Quality of Service, 2025

Design of scalable orthogonal digital encoding architecture for large-area flexible tactile sensing in robotics.

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Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2025

TACO: Tackling Over-correction in Federated Learning with Tailored Adaptive Correction.

[DOI]

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Carlee Joe-Wong

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Edith C. H. Ngai

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Proceedings of the 45th IEEE International Conference on Distributed Computing Systems, 2025

Case-Based Causal Reasoning for Elite Sport Training.

[DOI]

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Xiangning Zhang

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Proceedings of the Case-Based Reasoning Research and Development, 2025

EAHP: An Efficient Automatic Hybrid Parallelism Approach with Genetic Algorithm.

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Proceedings of the Algorithms and Architectures for Parallel Processing, 2025

Capricorn: Efficient In-Memory Checkpointing for MoE Model Training with Dynamicity Awareness.

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Proceedings of the IEEE International Conference on Cluster Computing, 2025

An Efficient Multi-Objective Shuffled Frog Leaping Algorithm-Based Method for Metabolic Pathway Design.

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Proceedings of the IEEE Congress on Evolutionary Computation, 2025

2024

A Multidimensional Communication Scheduling Method for Hybrid Parallel DNN Training.

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IEEE Trans. Parallel Distributed Syst., August, 2024

Gaitdlf: global and local fusion for skeleton-based gait recognition in the wild.

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J. Supercomput., August, 2024

DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning With Static and Streaming Datasets.

[DOI]

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Carlee Joe-Wong

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IEEE Trans. Mob. Comput., July, 2024

MemLong: Memory-Augmented Retrieval for Long Text Modeling.

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CoRR, 2024

A Metabolic Pathway Design Method Based on Surrogate-Assisted Fireworks Algorithm.

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Proceedings of the Advances in Swarm Intelligence, 2024

FedMoE-DA: Federated Mixture of Experts via Domain Aware Fine-Grained Aggregation.

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Proceedings of the 20th International Conference on Mobility, Sensing and Networking, 2024

Adaptive Personalized Federated Learning for Non-IID Data with Continual Distribution Shift.

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Proceedings of the 32nd IEEE/ACM International Symposium on Quality of Service, 2024

HSDP: Accelerating Large-scale Model Training via Efficient Sharded Data Parallelism.

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Proceedings of the IEEE International Symposium on Parallel and Distributed Processing with Applications, 2024

FedReMa: Improving Personalized Federated Learning via Leveraging the Most Relevant Clients.

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Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Flexible, wireless, multifunctional integrated electronic system for daily wearable gait detection.

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Proceedings of the IEEE International Conference on Advanced Intelligent Mechatronics, 2024

2023

Zero-shot object detection with contrastive semantic association network.

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Appl. Intell., December, 2023

Merak: An Efficient Distributed DNN Training Framework With Automated 3D Parallelism for Giant Foundation Models.

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IEEE Trans. Parallel Distributed Syst., May, 2023

DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning with Static and Streaming Dataset.

[DOI]

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Carlee Joe-Wong

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CoRR, 2023

Automated Tensor Model Parallelism with Overlapped Communication for Efficient Foundation Model Training.

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CoRR, 2023

Pseudo-label Diversity Exploitation for Few-Shot Object Detection.

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Proceedings of the MultiMedia Modeling - 29th International Conference, 2023

AdaCoOpt: Leverage the Interplay of Batch Size and Aggregation Frequency for Federated Learning.

[DOI]

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Carlee Joe-Wong

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Proceedings of the 31st IEEE/ACM International Symposium on Quality of Service, 2023

Federated Learning at the Edge: An Interplay of Mini-batch Size and Aggregation Frequency.

[DOI]

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Carlee Joe-Wong

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Proceedings of the IEEE INFOCOM 2023, 2023

Efficient Large Models Fine-tuning on Commodity Servers via Memory-balanced Pipeline Parallelism.

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Proceedings of the IEEE International Conference on High Performance Computing & Communications, 2023

Prophet: Fine-grained Load Balancing for Parallel Training of Large-scale MoE Models.

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Proceedings of the IEEE International Conference on Cluster Computing, 2023

2022

Novel Instance Mining with Pseudo-Margin Evaluation for Few-Shot Object Detection.

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Proceedings of the IEEE International Conference on Acoustics, 2022

AutoPipe: A Fast Pipeline Parallelism Approach with Balanced Partitioning and Micro-batch Slicing.

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Proceedings of the IEEE International Conference on Cluster Computing, 2022

HPH: Hybrid Parallelism on Heterogeneous Clusters for Accelerating Large-scale DNNs Training.

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Proceedings of the IEEE International Conference on Cluster Computing, 2022

2021

Quantum security of Grain-128/Grain-128a stream cipher against HHL algorithm.

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Quantum Inf. Process., 2021

Dynamic Relevance Learning for Few-Shot Object Detection.

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CoRR, 2021

Which type of exclusion region is better for restricted random testing?: an empirical study.

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Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021

Task scheduling based on computing resource usage prediction in large-scale cluster.

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Proceedings of the HP3C 2021: 5th International Conference on High Performance Compilation, Computing and Communications, Guangzhou, China, June 18, 2021

Hierarchical Structure in Fuzzy Multi-Information Granular Computing Model.

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Proceedings of the Fuzzy Systems and Data Mining VII, 2021

Capsule Embedded ResNet for Image Classification.

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Proceedings of the CSAI 2021: 5th International Conference on Computer Science and Artificial Intelligence, Beijing, China, December 4, 2021

2018

Cooperation of V2I/P2I Communication and Roadside Radar Perception for the Safety of Vulnerable Road Users.

[DOI]

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Shintaro Muramatsu

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Yoshiyuki Okubo

Proceedings of the 16th International Conference on Intelligent Transportation Systems Telecommunications, 2018

2017

Deep learning for picking point detection in dense cluster.

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Proceedings of the 11th Asian Control Conference, 2017

2015

Inter-flow consistency: A novel SDN update abstraction for supporting inter-flow constraints.

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Rakesh B. Bobba

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Roy H. Campbell

Proceedings of the 2015 IEEE Conference on Communications and Network Security, 2015

2011

Research on Rational Choice of Entrepreneurship Education Behavior about College Students in Network Environment.

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Proceedings of the Advances in Computer Science, Environment, Ecoinformatics, and Education, 2011

2007

A Shape Detection Method Based on the Radial Symmetry Nature and Direction-Discriminated Voting.

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Proceedings of the International Conference on Image Processing, 2007

1998

On optimum normalization method used for speaker verification.

[DOI]

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Toshihiro Isobe

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Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998

1997

Inducing a Membership Function of a Category in a Fuzzy-Set-Based Attribute Space.

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Int. J. Uncertain. Fuzziness Knowl. Based Syst., 1997

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