Shuang Qiu

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

Bibliography

2024

StairNetV3: depth-aware stair modeling using deep learning.

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[DOI]

Vis. Comput., December, 2024

Stochastic gradient descent without full data shuffle: with applications to in-database machine learning and deep learning systems.

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[DOI]

VLDB J., September, 2024

Design-Modeling and Control of a Novel Wearable Exoskeleton for Lower-Limb Enhancement.

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[DOI]

IEEE Robotics Autom. Lett., July, 2024

Enhance Composed Image Retrieval via Multi-Level Collaborative Localization and Semantic Activeness Perception.

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[DOI]

IEEE Trans. Multim., 2024

Forward KL Regularized Preference Optimization for Aligning Diffusion Policies.

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[DOI]

CoRR, 2024

Traversing Pareto Optimal Policies: Provably Efficient Multi-Objective Reinforcement Learning.

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[DOI]

CoRR, 2024

Pessimism Meets Risk: Risk-Sensitive Offline Reinforcement Learning.

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[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment.

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[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards.

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[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Facial Expression Recognition Using Local Sliding Window Attention.

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[DOI]

Sensors, April, 2023

Dual parallel net: A novel deep learning model for rectal tumor segmentation via CNN and transformer with Gaussian Mixture prior.

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[DOI]

J. Biomed. Informatics, March, 2023

RGB-D-Based Stair Detection and Estimation Using Deep Learning.

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[DOI]

Sensors, February, 2023

Heterogeneous Feature Alignment and Fusion in Cross-Modal Augmented Space for Composed Image Retrieval.

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[DOI]

IEEE Trans. Multim., 2023

Single Spectral Line Method for TDLAS Imaging of Temperature and Water Vapor Concentration.

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[DOI]

IEEE Trans. Instrum. Meas., 2023

A Binary Valued Reconstruction Algorithm for Discrete TDLAS Tomography of Dynamic Flames.

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[DOI]

IEEE Trans. Instrum. Meas., 2023

On the Value of Myopic Behavior in Policy Reuse.

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CoRR, 2023

Posterior Sampling for Competitive RL: Function Approximation and Partial Observation.

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[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Ray-based Elastic Distributed Data Parallel Framework with Distributed Data Cache.

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[DOI]

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

Optimistic Exploration with Learned Features Provably Solves Markov Decision Processes with Neural Dynamics.

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[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Referring Image Segmentation via Text Guided Multi-Level Interaction.

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[DOI]

Shuang Qiu

Weijie Wang

Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

A Knowledge-Enhanced Inferential Network for Cross-Modality Multi-hop VQA.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023

Generating Enlightened Suggestions Based on Mental State Evolution for Emotional Support Conversation.

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[DOI]

Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023

Gradient-Variation Bound for Online Convex Optimization with Constraints.

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[DOI]

Shuang Qiu

Xiaohan Wei

Mladen Kolar

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Proximal Online Gradient Is Optimum for Dynamic Regret: A General Lower Bound.

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[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Castle in the Sky: Dynamic Sky Replacement and Harmonization in Videos.

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[DOI]

IEEE Trans. Image Process., 2022

Composed Image Retrieval via Explicit Erasure and Replenishment With Semantic Alignment.

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[DOI]

IEEE Trans. Image Process., 2022

Optimal Absorption Lines Selection for Gas Temperature Measurement by Using Two-Color Laser Absorption Spectroscopy.

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[DOI]

IEEE Trans. Instrum. Meas., 2022

PINE: Universal Deep Embedding for Graph Nodes via Partial Permutation Invariant Set Functions.

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[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

RGB-D-based Stair Detection using Deep Learning for Autonomous Stair Climbing.

[BibT_eX]

[DOI]

CoRR, 2022

Stochastic Gradient Descent without Full Data Shuffle.

[BibT_eX]

[DOI]

CoRR, 2022

Learning Dynamic Mechanisms in Unknown Environments: A Reinforcement Learning Approach.

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[DOI]

CoRR, 2022

Deep Leaning-Based Ultra-Fast Stair Detection.

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[DOI]

CoRR, 2022

In-Database Machine Learning with CorgiPile: Stochastic Gradient Descent without Full Data Shuffle.

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[DOI]

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Contrastive UCB: Provably Efficient Contrastive Self-Supervised Learning in Online Reinforcement Learning.

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[DOI]

Proceedings of the International Conference on Machine Learning, 2022

2021

Provably Efficient Reinforcement Learning: From Single-Agent MDPs to Markov Games.

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[DOI]

Shuang Qiu

PhD thesis, 2021

Noise Immune TDLAS Temperature Measurement Through Spectrum Shifting by Using a Mach-Zehnder Interferometer.

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[DOI]

IEEE Trans. Instrum. Meas., 2021

On Finite-Time Convergence of Actor-Critic Algorithm.

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[DOI]

IEEE J. Sel. Areas Inf. Theory, 2021

Safe Screening for Sparse Conditional Random Fields.

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[DOI]

Weizhong Zhang

Shuang Qiu

CoRR, 2021

Understanding the unimodal distributions of cancer occurrence rates: it takes two factors for a cancer to occur.

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[DOI]

Briefings Bioinform., 2021

A Double Traveling Salesman Problem With Three-Dimensional Loading Constraints for Bulky Item Delivery.

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[DOI]

IEEE Access, 2021

Multiple Evaluation System of Cloud Computing Quality.

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[DOI]

Shuang Qiu

Proceedings of the 2021 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy, 2021

On Reward-Free RL with Kernel and Neural Function Approximations: Single-Agent MDP and Markov Game.

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[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Provably Efficient Fictitious Play Policy Optimization for Zero-Sum Markov Games with Structured Transitions.

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[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Design a Game of Charged Particles Moving in a Uniform Magnetic Field Based on Unity3D-Take "the Wise Snake through the Pass" as an Example.

[BibT_eX]

[DOI]

Shuang Qiu

Feng Zhang

Zhao-yang Peng

Proceedings of the ICDEL 2021: The 6th International Conference on Distance Education and Learning, Shanghai, China, May 21, 2021

Stylized Neural Painting.

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[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Referring Image Segmentation by Generative Adversarial Learning.

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[DOI]

IEEE Trans. Multim., 2020

Single-Timescale Stochastic Nonconvex-Concave Optimization for Smooth Nonlinear TD Learning.

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[DOI]

CoRR, 2020

Beyond 𝒪(#8730;T) Regret for Constrained Online Optimization: Gradual Variations and Mirror Prox.

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[DOI]

Shuang Qiu

Xiaohan Wei

CoRR, 2020

Energy-Aware DNN Graph Optimization.

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[DOI]

Yu Wang

Rong Ge

Shuang Qiu

CoRR, 2020

Upper Confidence Primal-Dual Optimization: Stochastically Constrained Markov Decision Processes with Adversarial Losses and Unknown Transitions.

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[DOI]

CoRR, 2020

The multi-stage multi-product batch-sizing problem in the steel industry.

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[DOI]

Appl. Math. Comput., 2020

Vulnerability Discovery and Security Protection Based on Web Application.

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[DOI]

Proceedings of the 2020 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy, 2020

Upper Confidence Primal-Dual Reinforcement Learning for CMDP with Adversarial Loss.

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[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Robust One-Bit Recovery via ReLU Generative Networks: Near-Optimal Statistical Rate and Global Landscape Analysis.

[BibT_eX]

[DOI]

Shuang Qiu

Xiaohan Wei

Zhuoran Yang

Proceedings of the 37th International Conference on Machine Learning, 2020

A Compact Noise-Immune TDLAS Temperature Sensor using Intensity Modulation.

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[DOI]

Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020

A linear temperature extraction method from Voigt lineshape profile in laser absorption spectroscopy.

[BibT_eX]

[DOI]

Shuang Qiu

Zhang Cao

Lijun Xu

Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020

VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results.

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[DOI]

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Low-Resource Generation of Multi-hop Reasoning Questions.

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[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Central Server Free Federated Learning over Single-sided Trust Social Networks.

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[DOI]

CoRR, 2019

Robust One-Bit Recovery via ReLU Generative Networks: Improved Statistical Rates and Global Landscape Analysis.

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[DOI]

Shuang Qiu

Xiaohan Wei

Zhuoran Yang

CoRR, 2019

DeepSqueeze: Parallel Stochastic Gradient Descent with Double-Pass Error-Compensated Compression.

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[DOI]

CoRR, 2019

Accelerating Long Read Alignment on Three Processors.

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[DOI]

Proceedings of the 48th International Conference on Parallel Processing, 2019

Parallelizing Big De Bruijn Graph Traversal for Genome Assembly on GPU Clusters.

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[DOI]

Shuang Qiu

Zonghao Feng

Qiong Luo

Proceedings of the Database Systems for Advanced Applications, 2019

Design and Implementation of Enterprise Network Security System Based on Firewall.

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[DOI]

Proceedings of the Cyber Security Intelligence and Analytics, 2019

Which Factorization Machine Modeling Is Better: A Theoretical Answer with Optimal Guarantee.

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[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Identifying Genetic Risk Factors for Alzheimer's Disease via Shared Tree-Guided Feature Learning Across Multiple Tasks.

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[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Proximal Online Gradient is Optimum for Dynamic Regret.

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[DOI]

Yawei Zhao

Shuang Qiu

Ji Liu

CoRR, 2018

GESF: A Universal Discriminative Mapping Mechanism for Graph Representation Learning.

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[DOI]

CoRR, 2018

Chinese News Text Classification of the Stacked Denoising Auto Encoder Based on Adaptive Learning Rate and Additional Momentum Item.

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Proceedings of the Advances in Neural Networks - ISNN 2018, 2018

2017

An Improved Estimation of Regional Fractional Woody/Herbaceous Cover Using Combined Satellite Data and High-Quality Training Samples.

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Remote. Sens., 2017

Nonconvex One-bit Single-label Multi-label Learning.

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CoRR, 2017

Computational Drug Discovery with Dyadic Positive-Unlabeled Learning.

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[DOI]

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Text Classification Based on ReLU Activation Function of SAE Algorithm.

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[DOI]

Proceedings of the Advances in Neural Networks - ISNN 2017 - 14th International Symposium, 2017

Inertia parameter and attitude estimation of space noncooperative tumbling target based on a two-step method.

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Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

Parallelizing Big De Bruijn Graph Construction on Heterogeneous Processors.

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[DOI]

Shuang Qiu

Qiong Luo

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Accelerating Exact Protein Structure Alignment with Graphics Processors.

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[DOI]

Yishui Wu

Shuang Qiu

Qiong Luo

Proceedings of the 13th IEEE International Conference on e-Science, 2017

2016

Synthesis and Characterization of Magnetic Polyvinyl Alcohol (PVA) Hydrogel Microspheres for the Embolization of Blood Vessel.

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IEEE Trans. Biomed. Eng., 2016

Parallel Lasso Screening for Big Data Optimization.

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Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

A comparative evaluation: Different methods for simplifying the deep compositional features.

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Shuang Qiu

Shikui Wei

Yao Zhao

Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

2015

Indexing of CNN Features for Large Scale Image Search.

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[DOI]

CoRR, 2015

2014

A New Approach for N-ary Relationships in Object Databases.

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Proceedings of the Conceptual Modeling - 33rd International Conference, 2014

2013

Versioned File Backup and Synchronization for Storage Clouds.

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Shuang Qiu

Jingyu Zhou

Tao Yang

Proceedings of the 13th IEEE/ACM International Symposium on Cluster, 2013

GPU-accelerated adaptive compression framework for genomics data.

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[DOI]

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012

Fine-grained topic detection in news search results.

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[DOI]

Jia Cheng

Jingyu Zhou

Shuang Qiu

Proceedings of the ACM Symposium on Applied Computing, 2012

2005

NOAA operational hydrological products derived from the advanced microwave sounding unit.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2005

Shuang Qiu

Bibliography

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