Shuang Qiu

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

Bibliography

2024
Enhance Composed Image Retrieval via Multi-Level Collaborative Localization and Semantic Activeness Perception.
IEEE Trans. Multim., 2024

Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment.
CoRR, 2024

A Temporal-Spectral Fusion Transformer with Subject-specific Adapter for Enhancing RSVP-BCI Decoding.
CoRR, 2024

2023
Facial Expression Recognition Using Local Sliding Window Attention.
Sensors, April, 2023

Dual parallel net: A novel deep learning model for rectal tumor segmentation via CNN and transformer with Gaussian Mixture prior.
J. Biomed. Informatics, March, 2023

RGB-D-Based Stair Detection and Estimation Using Deep Learning.
Sensors, February, 2023

Heterogeneous Feature Alignment and Fusion in Cross-Modal Augmented Space for Composed Image Retrieval.
IEEE Trans. Multim., 2023

Single Spectral Line Method for TDLAS Imaging of Temperature and Water Vapor Concentration.
IEEE Trans. Instrum. Meas., 2023

A Binary Valued Reconstruction Algorithm for Discrete TDLAS Tomography of Dynamic Flames.
IEEE Trans. Instrum. Meas., 2023

Posterior Sampling for Competitive RL: Function Approximation and Partial Observation.
CoRR, 2023

StairNetV3: Depth-aware Stair Modeling using Deep Learning.
CoRR, 2023

On the Value of Myopic Behavior in Policy Reuse.
CoRR, 2023

Posterior Sampling for Competitive RL: Function Approximation and Partial Observation.
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.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

Optimistic Exploration with Learned Features Provably Solves Markov Decision Processes with Neural Dynamics.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Referring Image Segmentation via Text Guided Multi-Level Interaction.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

A Knowledge-Enhanced Inferential Network for Cross-Modality Multi-hop VQA.
Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023

Generating Enlightened Suggestions Based on Mental State Evolution for Emotional Support Conversation.
Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023

Gradient-Variation Bound for Online Convex Optimization with Constraints.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Proximal Online Gradient Is Optimum for Dynamic Regret: A General Lower Bound.
IEEE Trans. Neural Networks Learn. Syst., 2022

Castle in the Sky: Dynamic Sky Replacement and Harmonization in Videos.
IEEE Trans. Image Process., 2022

Composed Image Retrieval via Explicit Erasure and Replenishment With Semantic Alignment.
IEEE Trans. Image Process., 2022

Optimal Absorption Lines Selection for Gas Temperature Measurement by Using Two-Color Laser Absorption Spectroscopy.
IEEE Trans. Instrum. Meas., 2022

PINE: Universal Deep Embedding for Graph Nodes via Partial Permutation Invariant Set Functions.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

RGB-D-based Stair Detection using Deep Learning for Autonomous Stair Climbing.
CoRR, 2022

Stochastic Gradient Descent without Full Data Shuffle.
CoRR, 2022

Learning Dynamic Mechanisms in Unknown Environments: A Reinforcement Learning Approach.
CoRR, 2022

Deep Leaning-Based Ultra-Fast Stair Detection.
CoRR, 2022

In-Database Machine Learning with CorgiPile: Stochastic Gradient Descent without Full Data Shuffle.
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.
Proceedings of the International Conference on Machine Learning, 2022

2021
Provably Efficient Reinforcement Learning: From Single-Agent MDPs to Markov Games.
PhD thesis, 2021

Noise Immune TDLAS Temperature Measurement Through Spectrum Shifting by Using a Mach-Zehnder Interferometer.
IEEE Trans. Instrum. Meas., 2021

On Finite-Time Convergence of Actor-Critic Algorithm.
IEEE J. Sel. Areas Inf. Theory, 2021

Safe Screening for Sparse Conditional Random Fields.
CoRR, 2021

Understanding the unimodal distributions of cancer occurrence rates: it takes two factors for a cancer to occur.
Briefings Bioinform., 2021

A Double Traveling Salesman Problem With Three-Dimensional Loading Constraints for Bulky Item Delivery.
IEEE Access, 2021

On Reward-Free RL with Kernel and Neural Function Approximations: Single-Agent MDP and Markov Game.
Proceedings of the 38th International Conference on Machine Learning, 2021

Provably Efficient Fictitious Play Policy Optimization for Zero-Sum Markov Games with Structured Transitions.
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.
Proceedings of the ICDEL 2021: The 6th International Conference on Distance Education and Learning, Shanghai, China, May 21, 2021

Stylized Neural Painting.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Referring Image Segmentation by Generative Adversarial Learning.
IEEE Trans. Multim., 2020

Single-Timescale Stochastic Nonconvex-Concave Optimization for Smooth Nonlinear TD Learning.
CoRR, 2020

Beyond 𝒪(#8730;T) Regret for Constrained Online Optimization: Gradual Variations and Mirror Prox.
CoRR, 2020

Energy-Aware DNN Graph Optimization.
CoRR, 2020

Upper Confidence Primal-Dual Optimization: Stochastically Constrained Markov Decision Processes with Adversarial Losses and Unknown Transitions.
CoRR, 2020

The multi-stage multi-product batch-sizing problem in the steel industry.
Appl. Math. Comput., 2020

Vulnerability Discovery and Security Protection Based on Web Application.
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.
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.
Proceedings of the 37th International Conference on Machine Learning, 2020

A Compact Noise-Immune TDLAS Temperature Sensor using Intensity Modulation.
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.
Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020


Low-Resource Generation of Multi-hop Reasoning Questions.
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.
CoRR, 2019

Robust One-Bit Recovery via ReLU Generative Networks: Improved Statistical Rates and Global Landscape Analysis.
CoRR, 2019

DeepSqueeze: Parallel Stochastic Gradient Descent with Double-Pass Error-Compensated Compression.
CoRR, 2019

Accelerating Long Read Alignment on Three Processors.
Proceedings of the 48th International Conference on Parallel Processing, 2019

Parallelizing Big De Bruijn Graph Traversal for Genome Assembly on GPU Clusters.
Proceedings of the Database Systems for Advanced Applications, 2019

Design and Implementation of Enterprise Network Security System Based on Firewall.
Proceedings of the Cyber Security Intelligence and Analytics, 2019

Which Factorization Machine Modeling Is Better: A Theoretical Answer with Optimal Guarantee.
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.
IEEE Trans. Knowl. Data Eng., 2018

Proximal Online Gradient is Optimum for Dynamic Regret.
CoRR, 2018

GESF: A Universal Discriminative Mapping Mechanism for Graph Representation Learning.
CoRR, 2018

Chinese News Text Classification of the Stacked Denoising Auto Encoder Based on Adaptive Learning Rate and Additional Momentum Item.
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.
Remote. Sens., 2017

Nonconvex One-bit Single-label Multi-label Learning.
CoRR, 2017

Computational Drug Discovery with Dyadic Positive-Unlabeled Learning.
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Text Classification Based on ReLU Activation Function of SAE Algorithm.
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.
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.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Accelerating Exact Protein Structure Alignment with Graphics Processors.
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.
IEEE Trans. Biomed. Eng., 2016

Parallel Lasso Screening for Big Data Optimization.
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.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

2015
Indexing of CNN Features for Large Scale Image Search.
CoRR, 2015

2014
A New Approach for N-ary Relationships in Object Databases.
Proceedings of the Conceptual Modeling - 33rd International Conference, 2014

2013
Versioned File Backup and Synchronization for Storage Clouds.
Proceedings of the 13th IEEE/ACM International Symposium on Cluster, 2013

GPU-accelerated adaptive compression framework for genomics data.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012
Fine-grained topic detection in news search results.
Proceedings of the ACM Symposium on Applied Computing, 2012

2005
NOAA operational hydrological products derived from the advanced microwave sounding unit.
IEEE Trans. Geosci. Remote. Sens., 2005


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