Haotian Liu

Orcid: 0009-0003-5582-8227

According to our database1, Haotian Liu authored at least 124 papers between 2011 and 2024.

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Bibliography

2024
Attention-Enhanced Multi-Agent Reinforcement Learning Against Observation Perturbations for Distributed Volt-VAR Control.
IEEE Trans. Smart Grid, November, 2024

Deep Cooperation in ISAC System: Resource, Node and Infrastructure Perspectives.
IEEE Internet Things Mag., November, 2024

A Multi-Agent Deep Reinforcement Learning-Based Handover Scheme for Mega-Constellation Under Dynamic Propagation Conditions.
IEEE Trans. Wirel. Commun., October, 2024

Multiple Reference Signals Collaborative Sensing for Integrated Sensing and Communication System Towards 5G-A and 6G.
IEEE Trans. Veh. Technol., October, 2024

Integrated Sensing and Communication Signal Processing Based on Compressed Sensing Over Unlicensed Spectrum Bands.
IEEE Trans. Cogn. Commun. Netw., October, 2024

Tao: Improving Resource Utilization while Guaranteeing SLO in Multi-tenant Relational Database-as-a-Service.
Proc. ACM Manag. Data, September, 2024

Heterogeneous Dual-Dynamic Attention Network for Modeling Mutual Interplay of Stocks.
IEEE Trans. Artif. Intell., July, 2024

Channel Prediction for Underwater Acoustic Communication: A Review and Performance Evaluation of Algorithms.
Remote. Sens., May, 2024

Carrier Aggregation Enabled Integrated Sensing and Communication Signal Design and Processing.
IEEE Trans. Veh. Technol., March, 2024

Geometric imperfection sensitivity of nonlinear vibration responses of laminated beams under thermal shock.
Commun. Nonlinear Sci. Numer. Simul., March, 2024

CGgraph: An Ultra-fast Graph Processing System on Modern Commodity CPU-GPU Co-processor.
Proc. VLDB Endow., February, 2024

Advancements in Humanoid Robots: A Comprehensive Review and Future Prospects.
IEEE CAA J. Autom. Sinica, February, 2024

An efficient federated learning framework for graph learning in hyperbolic space.
Knowl. Based Syst., 2024

SeaS: Few-shot Industrial Anomaly Image Generation with Separation and Sharing Fine-tuning.
CoRR, 2024

AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial Scenarios.
CoRR, 2024

MATCH POLICY: A Simple Pipeline from Point Cloud Registration to Manipulation Policies.
CoRR, 2024

Loss Distillation via Gradient Matching for Point Cloud Completion with Weighted Chamfer Distance.
CoRR, 2024

Protecting residential electrical panels and service through model predictive control: A field study.
CoRR, 2024

Residual Deep Reinforcement Learning for Inverter-based Volt-Var Control.
CoRR, 2024

CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs.
CoRR, 2024

Fantastic Copyrighted Beasts and How (Not) to Generate Them.
CoRR, 2024

Imagination Policy: Using Generative Point Cloud Models for Learning Manipulation Policies.
CoRR, 2024

Yo'LLaVA: Your Personalized Language and Vision Assistant.
CoRR, 2024

Bridging The Gap between Low-rank and Orthogonal Adaptation via Householder Reflection Adaptation.
CoRR, 2024

A Center-of-Mass Shifting Aerial Manipulation Platform for Heavy-Tool Handling on Non-Horizontal Surfaces.
CoRR, 2024

PCDepth: Pattern-based Complementary Learning for Monocular Depth Estimation by Best of Both Worlds.
CoRR, 2024

Computer Vision on the Edge: Individual Cattle Identification in Real-time with ReadMyCow System.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

User-Level Dynamic Beam Hopping Design for LEO Satellite Networks Based on Deep Reinforcement Learning Assisted Enhanced Genetic Algorithm.
Proceedings of the 99th IEEE Vehicular Technology Conference, 2024

Matching Game Based Resource Allocation Scheme for Adaptive Semantic and Bit Communication Networks.
Proceedings of the 99th IEEE Vehicular Technology Conference, 2024

RBF-SC: A Fast Community Detection Technique Using Radial Basis Functions.
Proceedings of the Intelligent Computing, 2024

Vision-based FDM Printing for Fabricating Airtight Soft Actuators.
Proceedings of the 7th IEEE International Conference on Soft Robotics, 2024

From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning and Beyond.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Inferring Iterated Function Systems Approximately from Fractal Images.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

GAN-Based Stroke Extraction Model with Attention and Stroke Grouping.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

UNICORN: A Unified Causal Video-Oriented Language-Modeling Framework for Temporal Video-Language Tasks.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents.
Proceedings of the Computer Vision - ECCV 2024, 2024

Removing Distributional Discrepancies in Captions Improves Image-Text Alignment.
Proceedings of the Computer Vision - ECCV 2024, 2024

Unified Video and Image Representation for Boosted Video Face Forgery Detection.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Edit One for All: Interactive Batch Image Editing.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Improved Baselines with Visual Instruction Tuning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Generalizable Face Landmarking Guided by Conditional Face Warping.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

ViP-LLaVA: Making Large Multimodal Models Understand Arbitrary Visual Prompts.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Design of PV operation and maintenance management system based on data cleaning and PostgreSQL.
Proceedings of the International Conference on Computing, 2024

Research on PAPR suppression algorithm for underwater visible OFDM system based on crow search algorithm.
Proceedings of the International Conference on Computing, 2024

Aligning Large Multimodal Models with Factually Augmented RLHF.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023
Automated lesion segmentation in fundus images with many-to-many reassembly of features.
Pattern Recognit., April, 2023

Weakly Supervised Deep Nuclei Segmentation With Sparsely Annotated Bounding Boxes for DNA Image Cytometry.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023

STREAM: Software Tool for Routing Efficiently Advanced Macrofluidics.
CoRR, 2023

Making Large Multimodal Models Understand Arbitrary Visual Prompts.
CoRR, 2023

An Empirical Study of Scaling Instruct-Tuned Large Multimodal Models.
CoRR, 2023

Benchmarking and Analyzing Generative Data for Visual Recognition.
CoRR, 2023

Generate Anything Anywhere in Any Scene.
CoRR, 2023

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

LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Hierarchical Projection Enhanced Multi-behavior Recommendation.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Unsupervised Fabric Defect Detection Framework Based on Knowledge Distillation.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

Exploring Effective Knowledge Distillation for Tiny Object Detection.
Proceedings of the IEEE International Conference on Image Processing, 2023

TMA: Temporal Motion Aggregation for Event-based Optical Flow.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

On the Placement of Edge Servers in Mobile Edge Computing.
Proceedings of the International Conference on Computing, Networking and Communications, 2023

A Novel Transformer-Based Pipeline for Lung Cytopathological Whole Slide Image Classification.
Proceedings of the IEEE International Conference on Acoustics, 2023

Learning Customized Visual Models with Retrieval-Augmented Knowledge.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

GLIGEN: Open-Set Grounded Text-to-Image Generation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

A Novel highly sensitive Method of Frequency domain Detection and Recognition for OAM State based on CNN with ReLU.
Proceedings of the 2023 4th International Conference on Computing, 2023

ADAPT: Action-Aware Driving Caption Transformer.
Proceedings of the Artificial Intelligence - Third CAAI International Conference, 2023

Data-Efficient Image Quality Assessment with Attention-Panel Decoder.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Federated Reinforcement Learning for Decentralized Voltage Control in Distribution Networks.
IEEE Trans. Smart Grid, 2022

Dual-Branch Network With Dual-Sampling Modulated Dice Loss for Hard Exudate Segmentation in Color Fundus Images.
IEEE J. Biomed. Health Informatics, 2022

Globally-Optimal Inlier Maximization for Relative Pose Estimation Under Planar Motion.
Frontiers Neurorobotics, 2022

Machine learning-based cloud IOT platform for intelligent tourism information services.
EURASIP J. Wirel. Commun. Netw., 2022

Reducing Action Space: Reference-Model-Assisted Deep Reinforcement Learning for Inverter-based Volt-Var Control.
CoRR, 2022

End-to-End Instance Edge Detection.
CoRR, 2022

One-Step Two-Critic Deep Reinforcement Learning for Inverter-based Volt-Var Control in Active Distribution Networks.
CoRR, 2022

Dynamic Beam Assignment-based Secure Beamforming Scheme in Large-scale Multi-beam LEO Satellite Constellation.
Proceedings of the 14th International Conference on Wireless Communications and Signal Processing, 2022

A Successive Deep Q-Learning Based Distributed Handover Scheme for Large-Scale LEO Satellite Networks.
Proceedings of the 95th IEEE Vehicular Technology Conference, 2022

GHive: A Demonstration of GPU-Accelerated Query Processing in Apache Hive.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Design and Simulation of a Resettable MEMS Safety and Arming Device.
Proceedings of the 17th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2022

Development of a 230MHz Interference Source Identification Device for Power Wireless Private Networks.
Proceedings of the 17th International Conference on Future Networks and Communications / 19th International Conference on Mobile Systems and Pervasive Computing / 12th International Conference on Sustainable Energy Information Technology (FNC/MobiSPC/SEIT 2022), 2022

Research on Spectrum Sensing Technology for 230MHz Power Wireless Private Network.
Proceedings of the 17th International Conference on Future Networks and Communications / 19th International Conference on Mobile Systems and Pervasive Computing / 12th International Conference on Sustainable Energy Information Technology (FNC/MobiSPC/SEIT 2022), 2022

Masked Discrimination for Self-supervised Learning on Point Clouds.
Proceedings of the Computer Vision - ECCV 2022, 2022

GHive: accelerating analytical query processing in apache hive via CPU-GPU heterogeneous computing.
Proceedings of the 13th Symposium on Cloud Computing, SoCC 2022, 2022

Optimisation and research of Los Angeles communication network hotspots based on machine learning and social software data.
Proceedings of the International Conference on Artificial Intelligence, 2022

2021
Online Multi-Agent Reinforcement Learning for Decentralized Inverter-Based Volt-VAR Control.
IEEE Trans. Smart Grid, 2021

Two-Stage Deep Reinforcement Learning for Inverter-Based Volt-VAR Control in Active Distribution Networks.
IEEE Trans. Smart Grid, 2021

M2MRF: Many-to-Many Reassembly of Features for Tiny Lesion Segmentation in Fundus Images.
CoRR, 2021

Bi-level Off-policy Reinforcement Learning for Volt/VAR Control Involving Continuous and Discrete Devices.
CoRR, 2021

Stochastic analysis of the elctrothermal microactuator with fabrication error.
Proceedings of the 16th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2021

YolactEdge: Real-time Instance Segmentation on the Edge.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Research on Complex Characteristics and Vulnerability of Power Communication Network.
Proceedings of the CNIOT 2021: 2nd International Conference on Computing, 2021

Critical nodes identification based on comprehensive topological importance in complex networks.
Proceedings of the CNIOT 2021: 2nd International Conference on Computing, 2021

2020
CheetahVIS: A Visual Analytical System for Large Urban Bus Data.
Proc. VLDB Endow., 2020

YolactEdge: Real-time Instance Segmentation on the Edge (Jetson AGX Xavier: 30 FPS, RTX 2080 Ti: 170 FPS).
CoRR, 2020

Dual-Branch Network with Dual-Sampling Modulated Dice Loss for Hard Exudate Segmentation from Colour Fundus Images.
CoRR, 2020

Online Multi-agent Reinforcement Learning for Decentralized Inverter-based Volt-VAR Control.
CoRR, 2020

Two-stage Deep Reinforcement Learning for Inverter-based Volt-VAR Control in Active Distribution Networks.
CoRR, 2020

Multiswarm Artificial Bee Colony algorithm based on spark cloud computing platform for medical image registration.
Comput. Methods Programs Biomed., 2020

Process Knowledge Recommendation System for Mechanical Product Design.
IEEE Access, 2020

CheetahER: A Fast Entity Resolution System for Heterogeneous Camera Data.
Proceedings of the 2nd International Workshop on Challenges and Experiences from Data Integration to Knowledge Graphs co-located with 46th International Conference on Very Large Data Bases, 2020

Preliminary Study on Regional Technology Architecture and Planning of Ubiquitous Power Internet of Things Part Two Regional Planning and Explorations.
Proceedings of the 17th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2020) / The 15th International Conference on Future Networks and Communications (FNC-2020) / The 10th International Conference on Sustainable Energy Information Technology, 2020

Research on the Medium and Long Term Development Framework of Smart Grid under the Background of Energy Internet.
Proceedings of the 17th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2020) / The 15th International Conference on Future Networks and Communications (FNC-2020) / The 10th International Conference on Sustainable Energy Information Technology, 2020

Exploration and Research on the Construction Method of Ubiquitous Power Internet of Things for Prefecture-level Power Supply Companies.
Proceedings of the 17th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2020) / The 15th International Conference on Future Networks and Communications (FNC-2020) / The 10th International Conference on Sustainable Energy Information Technology, 2020

The Application of Smart Meter in the Management of Electric Vehicle Charging Facilities.
Proceedings of the 17th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2020) / The 15th International Conference on Future Networks and Communications (FNC-2020) / The 10th International Conference on Sustainable Energy Information Technology, 2020

A Preliminary Study of Predicting Effectiveness of Anti-VEGF Injection Using OCT Images Based on Deep Learning.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
Snow removal resource location and allocation optimization for urban road network recovery: a resilience perspective.
J. Ambient Intell. Humaniz. Comput., 2019

Using Deep Learning and Machine Learning to Detect Epileptic Seizure with Electroencephalography (EEG) Data.
CoRR, 2019

Knowledge recommender system for complex product development using ontology and vector space model.
Concurr. Eng. Res. Appl., 2019

Optimal Charging Strategy for Electric Vehicles Based on Hybrid Hierarchical Framework.
Proceedings of the ICITEE-2019: 2nd International Conference on Information Technologies and Electrical Engineering, 2019

Identity From Here, Pose From There: Self-Supervised Disentanglement and Generation of Objects Using Unlabeled Videos.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2017
Tensor Computation: A New Framework for High-Dimensional Problems in EDA.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017

Co-simulation Using ADAMS and MATLAB for Active Vibration Control of Flexible Beam with Piezoelectric Stack Actuator.
Proceedings of the Advanced Computational Methods in Life System Modeling and Simulation, 2017

Hybrid Fx-NLMS Algorithm for Active Vibration Control of Flexible Beam with Piezoelectric Stack Actuator.
Proceedings of the Advanced Computational Methods in Life System Modeling and Simulation, 2017

An efficient homotopy-based Poincaré-Lindstedt method for the periodic steady-state analysis of nonlinear autonomous oscillators.
Proceedings of the 22nd Asia and South Pacific Design Automation Conference, 2017

2016
A tensor-based volterra series black-box nonlinear system identification and simulation framework.
Proceedings of the 35th International Conference on Computer-Aided Design, 2016

STORM: A nonlinear model order reduction method via symmetric tensor decomposition.
Proceedings of the 21st Asia and South Pacific Design Automation Conference, 2016

2015
Model Reduction and Simulation of Nonlinear Circuits via Tensor Decomposition.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2015

A Constructive Algorithm for Decomposing a Tensor into a Finite Sum of Orthonormal Rank-1 Terms.
SIAM J. Matrix Anal. Appl., 2015

STAVES: Speedy Tensor-Aided Volterra-Based Electronic Simulator.
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2015

2014
A novel linear algebra method for the determination of periodic steady states of nonlinear oscillators.
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2014

2013
Autonomous Volterra Algorithm for Steady-State Analysis of Nonlinear Circuits.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2013

Graphical Modeling of Macro Behavioral Targeting in Social Networks.
Proceedings of the 13th SIAM International Conference on Data Mining, 2013

2012
An operational matrix-based algorithm for simulating linear and fractional differential circuits.
Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012

Fast nonlinear model order reduction via associated transforms of high-order volterra transfer functions.
Proceedings of the 49th Annual Design Automation Conference 2012, 2012

Weakly nonlinear circuit analysis based on fast multidimensional inverse Laplace transform.
Proceedings of the 17th Asia and South Pacific Design Automation Conference, 2012

2011
Frequency-domain transient analysis of multitime partial differential equation systems.
Proceedings of the IEEE/IFIP 19th International Conference on VLSI and System-on-Chip, 2011


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