We stand with Ukraine

We stand with Ukraine

Shixuan Liu

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

Bibliography

2026

HopChain: Multi-Hop Data Synthesis for Generalizable Vision-Language Reasoning.

[DOI]

,

,

,

,

,

,

,

,

,

,

CoRR, March, 2026

Revealing Behavioral Plasticity in Large Language Models: A Token-Conditional Perspective.

[DOI]

,

,

,

,

,

,

,

,

,

CoRR, March, 2026

Study on an Improved Current Ripple Suppression Algorithm for IPOS SAB DC-DC Converter System.

[DOI]

,

,

IEEE Trans. Ind. Electron., February, 2026

Outcome Accuracy is Not Enough: Aligning the Reasoning Process of Reward Models.

[DOI]

,

,

,

,

,

,

,

,

,

,

,

,

,

,

,

CoRR, February, 2026

Robust Interacting Multiple Model Kalman Filter Based on Generalized Gaussian-Cauchy Mixture Correntropy for Non-Gaussian Noises.

[DOI]

,

,

,

IEEE Trans. Aerosp. Electron. Syst., 2026

Efficient Table Embeddings via Self-Supervised Structural-Semantic Graph Autoencoder.

[DOI]

,

,

,

,

,

,

Inf. Process. Manag., 2026

DLME: A distillation mechanism from language models for knowledge graph embedding.

[DOI]

,

,

,

,

Neurocomputing, 2026

A unified modeling framework for automated penetration testing.

[DOI]

,

,

,

,

,

,

Comput. Secur., 2026

Invariant Learning on Heterogeneous Graphs via Subgraph Environment Inference.

[DOI]

,

,

,

,

,

,

Guangquan Cheng

,

Proceedings of the ACM Web Conference 2026, 2026

CoCo-MILP: Inter-Variable Contrastive and Intra-Constraint Competitive MILP Solution Prediction.

[DOI]

,

,

,

,

,

,

,

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Detecting Unobserved Confounders: A Kernelized Regression Approach.

[DOI]

,

,

,

,

,

,

,

,

,

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Learning complete and explainable visual representations from itemized text supervision.

[DOI]

,

,

Soumyanil Banerjee

,

,

,

Akhil Kondepudi

,

,

CoRR, December, 2025

Soft Adaptive Policy Optimization.

[DOI]

,

,

,

,

,

,

,

,

,

CoRR, November, 2025

RoME: Domain-Robust Mixture-of-Experts for MILP Solution Prediction across Domains.

[DOI]

,

,

,

,

,

,

,

CoRR, November, 2025

Environment Inference for Learning Generalizable Dynamical System.

[DOI]

,

,

,

,

,

,

CoRR, October, 2025

Beyond Turn Limits: Training Deep Search Agents with Dynamic Context Window.

[DOI]

,

,

,

,

,

,

,

,

,

,

,

,

,

CoRR, October, 2025

GRACE: Generative Representation Learning via Contrastive Policy Optimization.

[DOI]

,

,

,

,

Pengcheng Jiang

,

,

,

,

CoRR, October, 2025

Learning neuroimaging models from health system-scale data.

[DOI]

CoRR, September, 2025

Group Sequence Policy Optimization.

[DOI]

,

,

,

,

,

,

,

,

,

,

,

CoRR, July, 2025

Rule Learning for Knowledge Graph Reasoning under Agnostic Distribution Shift.

[DOI]

,

,

,

,

,

,

,

CoRR, July, 2025

Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning.

[DOI]

,

,

,

,

,

,

,

,

,

,

,

,

,

,

,

,

,

CoRR, June, 2025

Stable Reinforcement Learning for Efficient Reasoning.

[DOI]

,

,

CoRR, May, 2025

The Expressive Power of Graph Neural Networks: A Survey.

[DOI]

,

,

,

,

,

,

IEEE Trans. Knowl. Data Eng., March, 2025

Downlink-Uplink Collaborative Channel Estimation for TDD Massive MIMO Communications.

[DOI]

,

,

,

,

IEEE Trans. Signal Process., 2025

Coherence mode: Characterizing local graph structural information for temporal knowledge graph.

[DOI]

,

,

,

,

,

Inf. Sci., 2025

EvoPath: Evolutionary meta-path discovery with large language models for complex heterogeneous information networks.

[DOI]

,

,

,

,

,

Inf. Process. Manag., 2025

Identifying nonlinear roll damping and restoring parameters via physics-informed neural network.

[DOI]

,

,

,

,

Eng. Appl. Artif. Intell., 2025

Deep unfolding network with Adaptive Sequential Recovery for MRI reconstruction.

[DOI]

,

,

,

,

,

,

Biomed. Signal Process. Control., 2025

From Captions to Rewards (CaReVL): Leveraging Large Language Model Experts for Enhanced Reward Modeling in Large Vision-Language Models.

[DOI]

,

,

,

,

,

,

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Secure Tug-of-War (SecTOW): Iterative Defense-Attack Training with Reinforcement Learning for Multimodal Model Security.

[DOI]

,

,

,

,

,

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

MapExplorer: New Content Generation from Low-Dimensional Visualizations.

[DOI]

,

,

,

,

,

,

,

,

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

2024

Inductive Meta-Path Learning for Schema-Complex Heterogeneous Information Networks.

[DOI]

,

,

,

,

,

,

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

ORAD: a new framework of offline Reinforcement Learning with Q-value regularization.

[DOI]

,

,

,

,

,

Guangquan Cheng

,

Evol. Intell., 2024

Map2Text: New Content Generation from Low-Dimensional Visualizations.

[DOI]

,

,

,

,

,

,

,

,

CoRR, 2024

TeleChat Technical Report.

[DOI]

,

,

,

,

,

,

,

,

,

,

,

,

,

,

,

,

,

,

,

,

,

,

,

,

,

,

,

,

,

,

,

,

,

,

,

Shuangyong Song

CoRR, 2024

dattri: A Library for Efficient Data Attribution.

[DOI]

,

,

,

,

,

,

,

,

,

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

PentraFormer: Learning Agents for Automated Penetration Testing via Sequence Modeling.

[DOI]

,

,

,

,

,

,

Proceedings of the 2024 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2024

Graph-CoRe: Graph Representation Learning with Contrastive Subgraph Replacement.

[DOI]

,

,

,

,

,

Proceedings of the 2024 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2024

LLM4HIN: Discovering Meta-path with Large Language Model for Reasoning on Complex Heterogeneous Information Networks.

[DOI]

,

,

,

,

,

,

Proceedings of the 2024 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2024

Graph Pre-training for Reconnaissance Perception in Automated Penetration Testing.

[DOI]

,

,

,

,

,

,

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

Solving Combinatorial Optimization Problem Over Graph Through QUBO Transformation and Deep Reinforcement Learning.

[DOI]

,

,

,

,

,

Proceedings of the IEEE International Conference on Data Mining, 2024

icsPLMs: Exploring Pre-trained Language Models in Intelligent Customer Service (Student Abstract).

[DOI]

,

,

Shuangyong Song

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Graph-Attention-Based Casual Discovery With Trust Region-Navigated Clipping Policy Optimization.

[DOI]

,

,

,

Guangquan Cheng

,

,

IEEE Trans. Cybern., April, 2023

Towards Intelligent Training Systems for Customer Service.

[DOI]

Shuangyong Song

,

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Data Augmented Knowledge Graph Completion via Pre-trained Language Models.

[DOI]

,

Pouya Ghiasnezhad Omran

,

Proceedings of the ISWC 2023 Posters, 2023

icsBERTs: Optimizing Pre-trained Language Models in Intelligent Customer Service.

[DOI]

,

,

,

,

Shuangyong Song

Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023

2022

Distilling Causal Metaknowledge from Knowledge Graphs.

[DOI]

,

,

,

,

,

,

IEEE Data Eng. Bull., 2022

2021

Development of Capacitive Rain Gauge for Marine Environment.

[DOI]

,

,

,

,

,

,

,

,

J. Sensors, 2021

A Continuous Space Location Model and a Particle Swarm Optimization-Based Heuristic Algorithm for Maximizing the Allocation of Ocean-Moored Buoys.

[DOI]

,

,

,

,

,

,

,

,

IEEE Access, 2021

2014

A dynamic relearning neural network model for time series analysis of online marine data.

[DOI]

,

,

,

,

,

Comput. Geosci., 2014

Loading...