Tianyi Ma

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

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Bibliography

2026
A Robust State of Health Estimation Method for Lithium-Ion Batteries Based on Physics-Informed Enhancement.
IEEE Trans. Ind. Electron., June, 2026

Why Semantic Entropy Fails: Geometry-Aware and Calibrated Uncertainty for Policy Optimization.
CoRR, May, 2026

Hypergraph Pattern Machine: Compositional Tokenization for Higher-Order Interactions.
CoRR, May, 2026

SaaS-Bench: Can Computer-Use Agents Leverage Real-World SaaS to Solve Professional Workflows?
CoRR, May, 2026

PreScam: A Benchmark for Predicting Scam Progression from Early Conversations.
CoRR, May, 2026

On the Safety of Graph Representation Learning.
CoRR, May, 2026

EvoTaxo: Building and Evolving Taxonomy from Social Media Streams.
CoRR, March, 2026

BHyGNN+: Unsupervised Representation Learning for Heterophilic Hypergraphs.
CoRR, February, 2026

OPBench: A Graph Benchmark to Combat the Opioid Crisis.
CoRR, February, 2026

Molecular Representations in Implicit Functional Space via Hyper-Networks.
CoRR, January, 2026

GLEN-Bench: A Graph-Language based Benchmark for Nutritional Health.
CoRR, January, 2026

Efficient and Minimax-optimal In-context Nonparametric Regression with Transformers.
CoRR, January, 2026

ArchAgent: Scalable Legacy Software Architecture Recovery with LLMs.
CoRR, January, 2026

GUITester: Enabling GUI Agents for Exploratory Defect Discovery.
CoRR, January, 2026

LongDA: Benchmarking LLM Agents for Long-Document Data Analysis.
CoRR, January, 2026

New Product Repertoire Diversity and Performance on the B2B Platforms: The Moderating Role of Platform Big Data Analytics.
IEEE Trans. Engineering Management, 2026

Communication and Networking Technologies for Unmanned Underwater Vehicle Swarms: A Survey.
IEEE Open J. Commun. Soc., 2026

HyperFond: A Transparent and Post-Quantum Distributed SNARK with Polylogarithmic Communication.
Proceedings of the ACM Asia Conference on Computer and Communications Security, 2026

AgentRouter: A Knowledge-Graph-Guided LLM Router for Collaborative Multi-Agent Question Answering.
Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

Neo-Classic: A Benchmark for Evaluating Linguistic-Aesthetic Reasoning in Classical Chinese Poetry.
Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

Breaking Down and Building Up: Mixture of Skill-Based Vision-and-Language Navigation Agents.
Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

Diagnosing Hidden Instabilities in Model Editing via Uncertainty Quantification.
Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025
Design of a Decentralized Fixed-Income Lending Automated Market Maker Protocol Supporting Arbitrary Maturities.
CoRR, December, 2025

MMGR: Multi-Modal Generative Reasoning.
CoRR, December, 2025

SMPL-IKS: A Mixed Analytical-Neural Inverse Kinematics Solver for 3D Human Mesh Recovery.
Int. J. Comput. Vis., November, 2025

Provable test-time adaptivity and distributional robustness of in-context learning.
CoRR, October, 2025

Identifying All ε-Best Arms in (Misspecified) Linear Bandits.
CoRR, October, 2025

LLMs4All: A Review on Large Language Models for Research and Applications in Academic Disciplines.
CoRR, September, 2025

Scalable Graph Generative Modeling via Substructure Sequences.
CoRR, May, 2025

Graph Foundation Models: A Comprehensive Survey.
CoRR, May, 2025

Deep learning with missing data.
CoRR, April, 2025

Adaptive Expansion for Hypergraph Learning.
CoRR, February, 2025

Neural Graph Pattern Machine.
CoRR, January, 2025

Advancing ADMET prediction through multiscale fragment-aware pretraining with MSformer-ADMET.
Briefings Bioinform., 2025

A Variable-Speed and Multi-Condition Bearing Fault Diagnosis Method Based on Adaptive Signal Decomposition and Deep Feature Fusion.
Algorithms, 2025

A Multi-Time Scale Scheduling Strategy for Virtual Power Plants Considering Source-Load Uncertainty and Demand Response.
IEEE Access, 2025

Adaptive Graph Enhancement for Imbalanced Multi-relation Graph Learning.
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, 2025

Disentangle Source and Target Knowledge for Continual Test-Time Adaptation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

AutoData: A Multi-Agent System for Open Web Data Collection.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Can LLMs Convert Graphs to Text-Attributed Graphs?
Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

EBaR: Efficient Buffer and Resetting for Single-Sample Continual Test-Time Adaptation.
Proceedings of the 33rd ACM International Conference on Multimedia, 2025

MOPI-HFRS: A Multi-objective Personalized Health-aware Food Recommendation System with LLM-enhanced Interpretation.
Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

SGCR: A Specification-Grounded Framework for Trustworthy LLM Code Review.
Proceedings of the 40th IEEE/ACM International Conference on Automated Software Engineering, 2025

Normalized Triangulation for Calibrated Dual-View 3D Human Pose Estimation.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2025

Beyond Message Passing: Neural Graph Pattern Machine.
Proceedings of the Forty-second International Conference on Machine Learning, 2025

Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-Trees.
Proceedings of the Forty-second International Conference on Machine Learning, 2025

3DGlobalFormer: Three Domain Global Feature Fusion in 3D Human Estimation.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

Satisficing Regret Minimization in Bandits.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Enhancing Online Learning through Time-sync Comment: A Knowledge-relevant Perspective.
Proceedings of the 46th International Conference on Information Systems, 2025

Fostering Divergent Thinking via Generative AI: The Role of Questioning-Based Learning.
Proceedings of the 46th International Conference on Information Systems, 2025

Hypergraph Representation Learning with Adaptive Broadcasting and Receiving.
Proceedings of the IEEE International Conference on Data Mining, 2025

DCFormer: Divide-and-Conquer in 3D Human Pose Estimation Tasks.
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Vision-and-Language Navigation with Analogical Textual Descriptions in LLMs.
Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

PsyScam: A Benchmark for Psychological Techniques in Real-World Scams.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Cognitive Priming Prompting Facilitates Knowledge Elicitation in Multilingual Large Language Models.
Proceedings of the 47th Annual Meeting of the Cognitive Science Society, 2025

NGQA: A Nutritional Graph Question Answering Benchmark for Personalized Health-aware Nutritional Reasoning.
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

LLM-Empowered Class Imbalanced Graph Prompt Learning for Online Drug Trafficking Detection.
Proceedings of the Findings of the Association for Computational Linguistics, 2025

RASPberry: Retrieval-Augmented Monte Carlo Tree Self-Play with Reasoning Consistency for Multi-Hop Question Answering.
Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024
PossibleImpossibles: Exploratory Procedural Design of Impossible Structures.
Comput. Graph. Forum, May, 2024

Intelligent recognition of structural health state of EV lithium-ion Battery using transfer learning based on X-ray computed tomography.
Reliab. Eng. Syst. Saf., 2024

Learning Cross-Task Generalities Across Graphs via Task-trees.
CoRR, 2024

High-probability minimax lower bounds.
CoRR, 2024

Satisficing Exploration in Bandit Optimization.
CoRR, 2024

Optimizing Multi-Timescale Scheduling of Combined Cooling, Heating, and Power Systems Under Penalty-Reward Tiered Carbon Trading.
IEEE Access, 2024

Dual-level Hypergraph Contrastive Learning with Adaptive Temperature Enhancement.
Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Socratic ChatGPT: Theory, Design, and Empirical Evaluations.
Proceedings of the 28th Pacific Asia Conference on Information Systems, 2024

2023
Spatial exclusion leads to "tug-of-war" ecological dynamics between competing species within microchannels.
PLoS Comput. Biol., December, 2023

Optimal Design of the EV Charging Station With Retired Battery Systems Against Charging Demand Uncertainty.
IEEE Trans. Ind. Informatics, March, 2023

Integrating online and offline channels for online customer loyalty: the moderating role of retailer credibility.
Inf. Technol. People, 2023

Integrating Stock Features and Global Information via Large Language Models for Enhanced Stock Return Prediction.
CoRR, 2023

Hypergraph Contrastive Learning for Drug Trafficking Community Detection.
Proceedings of the IEEE International Conference on Data Mining, 2023

The Influence of Interaction Channel and Difficulty Level of In-Vehicle Information System on Driver's Reading Behavior in Fully Autonomous Vehicle.
Proceedings of the Human-Computer Interaction, 2023

Design of low-carbon industrial integrated energy system based on unified carbon efficiency analysis.
Proceedings of the IEEE 3rd International Conference on Digital Twins and Parallel Intelligence, 2023

ProD: Prompting-to-disentangle Domain Knowledge for Cross-domain Few-shot Image Classification.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Applying Robust Gradient Difference Compression to Federated Learning.
Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

PMDF: Preference-based Multimodal Deep Forest for Overall Survival Prediction in Gastric Cancer.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
Acne Detection by Ensemble Neural Networks.
Sensors, 2022

A two-phase half-async method for heterogeneity-aware federated learning.
Neurocomputing, 2022

CoCNN: Co-occurrence CNN for recommendation.
Expert Syst. Appl., 2022

2021
FedSA: A staleness-aware asynchronous Federated Learning algorithm with non-IID data.
Future Gener. Comput. Syst., 2021

Fast and Privacy-Preserving Federated Joint Estimator of Multi-sUGMs.
IEEE Access, 2021

PTeacher: a Computer-Aided Personalized Pronunciation Training System with Exaggerated Audio-Visual Corrective Feedback.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020
A Fine-Tuned Positioning Algorithm for Space-Borne GNSS Timing Receivers.
Sensors, 2020

Corrective feedback, emphatic speech synthesis, visual-speech exaggeration, pronunciation learning.
CoRR, 2020

Visual-speech Synthesis of Exaggerated Corrective Feedback.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

A Game Theoretic Approach For k-Core Minimization.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019
Threefold similarity analysis: a case study on crowdsourcing feeds.
Int. J. Inf. Technol. Manag., 2019

Dialogue Design and Management for Multi-Session Casual Conversation with Older Adults.
Proceedings of the Joint Proceedings of the ACM IUI 2019 Workshops co-located with the 24th ACM Conference on Intelligent User Interfaces (ACM IUI 2019), 2019

Design and Implementation of a Disambiguity Framework for Smart Voice Controlled Devices.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018
A Low-Cost INS-Integratable GNSS Ultra-Short Baseline Attitude Determination System.
Sensors, 2018

Acoustic Tag State Estimation with Unsynchronized Hydrophones on AUVs.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

2017
Delivering Real-Time Information Services on Public Transit: A Framework.
IEEE Trans. Intell. Transp. Syst., 2017

Asymmetric Dual-Band Tracking Technique for Optimal Joint Processing of BDS B1I and B1C Signals.
Sensors, 2017

An Analysis of Social Data Credibility for Services Systems in Smart Cities - Credibility Assessment and Classification of Tweets.
Proceedings of the Cloud Infrastructures, Services, and IoT Systems for Smart Cities, 2017

2016
CITY FEED: A Pilot System of Citizen-Sourcing for City Issue Management.
ACM Trans. Intell. Syst. Technol., 2016

Multi-floor Indoor Navigation with Geomagnetic Field Positioning and Ant Colony Optimization Algorithm.
Proceedings of the 2016 IEEE Symposium on Service-Oriented System Engineering, 2016

Navigation Services for Indoor and Outdoor User Mobility: An Overview.
Proceedings of the 9th International Conference on Service Science, 2016

MOBANA: A Distributed Stream-Based Information System for Public Transit.
Proceedings of the IEEE International Conference on Services Computing, 2016

XYZ Indoor Navigation through Augmented Reality: A Research in Progress.
Proceedings of the IEEE International Conference on Services Computing, 2016

2015
Personal Mobility Service System in Urban Areas: The IRMA Project.
Proceedings of the 2015 IEEE Symposium on Service-Oriented System Engineering, 2015

A Threefold Similarity Analysis of Crowdsourcing Feeds.
Proceedings of the International Conference on Service Science, 2015

2014
Service Level Management (SLM) in Cloud Computing - Third Party SLM Framework.
Proceedings of the 2014 IEEE 23rd International WETICE Conference, 2014

CITY FEED: A Crowdsourcing System for City Governance.
Proceedings of the 8th IEEE International Symposium on Service Oriented System Engineering, 2014

Social data analysis framework in cloud and Mobility Analyzer for Smarter Cities.
Proceedings of 2014 IEEE International Conference on Service Operations and Logistics, 2014

Mobility Service Systems: Guidelines for a possible paradigm and a case study.
Proceedings of 2014 IEEE International Conference on Service Operations and Logistics, 2014

A Pilot Crowdsourced City Governance System: CITY FEED.
Proceedings of the 17th IEEE International Conference on Computational Science and Engineering, 2014

2012
Localization with a Mobile Anchor Using ABC-GA Hybrid Algorithm in Wireless Sensor Networks.
J. Adv. Comput. Intell. Intell. Informatics, 2012

2006
Neural Network Optimization for Hardware-Software Partitioning.
Proceedings of the First International Conference on Innovative Computing, Information and Control (ICICIC 2006), 30 August, 2006

Low Power Hardware-Software Partitioning Algorithm for Heterogeneous Distributed Embedded Systems.
Proceedings of the Embedded and Ubiquitous Computing, International Conference, 2006


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