Yang Liu

Orcid: 0000-0002-9423-9252

Affiliations:
  • Sun Yat-sen University, School of Data and Computer Science, Guangzhou, China
  • Xidian University, School of Telecommunications Engineering, Xi'an, China (PhD 2019)


According to our database1, Yang Liu authored at least 44 papers between 2016 and 2025.

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Timeline

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Bibliography

2025
ODMixer: Fine-Grained Spatial-Temporal MLP for Metro Origin-Destination Prediction.
IEEE Trans. Knowl. Data Eng., September, 2025

Learning to See and Act: Task-Aware View Planning for Robotic Manipulation.
CoRR, August, 2025

AgentOrchestra: A Hierarchical Multi-Agent Framework for General-Purpose Task Solving.
CoRR, June, 2025

DART: Differentiable Dynamic Adaptive Region Tokenizer for Vision Transformer and Mamba.
CoRR, June, 2025

Incentivizing LLMs to Self-Verify Their Answers.
CoRR, June, 2025

Skywork Open Reasoner 1 Technical Report.
CoRR, May, 2025

A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment.
CoRR, April, 2025

Can LLMs Grasp Implicit Cultural Values? Benchmarking LLMs' Metacognitive Cultural Intelligence with CQ-Bench.
CoRR, April, 2025

Discovering Knowledge Deficiencies of Language Models on Massive Knowledge Base.
CoRR, March, 2025

Beyond the Destination: A Novel Benchmark for Exploration-Aware Embodied Question Answering.
CoRR, March, 2025

Cross-Modal Causal Representation Learning for Radiology Report Generation.
IEEE Trans. Image Process., 2025

Towards Long-Horizon Vision-Language Navigation: Platform, Benchmark and Method.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Cross-modal Causal Relation Alignment for Video Question Grounding.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

HyperCRS: Hypergraph-Aware Multi-Grained Preference Learning to Burst Filter Bubbles in Conversational Recommendation System.
Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024
Progressive Multi-Iteration Registration-Fusion Co-Optimization Network for Unregistered Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2024

Improving Multi-Step Reasoning Abilities of Large Language Models with Direct Advantage Policy Optimization.
CoRR, 2024

VisionGRU: A Linear-Complexity RNN Model for Efficient Image Analysis.
CoRR, 2024

InfiniteWorld: A Unified Scalable Simulation Framework for General Visual-Language Robot Interaction.
CoRR, 2024

Skywork-Reward: Bag of Tricks for Reward Modeling in LLMs.
CoRR, 2024

Skywork-Math: Data Scaling Laws for Mathematical Reasoning in Large Language Models - The Story Goes On.
CoRR, 2024

Aligning Cyber Space with Physical World: A Comprehensive Survey on Embodied AI.
CoRR, 2024

Fine-grained Spatial-temporal MLP Architecture for Metro Origin-Destination Prediction.
CoRR, 2024

Multimodal Embodied Interactive Agent for Cafe Scene.
CoRR, 2024

Diversity Matters: User-Centric Multi-Interest Learning for Conversational Movie Recommendation.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Self-contradictory reasoning evaluation and detection.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023
Cross-Modal Causal Relational Reasoning for Event-Level Visual Question Answering.
IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Urban regional function guided traffic flow prediction.
Inf. Sci., July, 2023

Hybrid-Order Representation Learning for Electricity Theft Detection.
IEEE Trans. Ind. Informatics, 2023

VCD: Visual Causality Discovery for Cross-Modal Question Reasoning.
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

Visual Causal Scene Refinement for Video Question Answering.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Self-Supervised Contrastive Learning for Audio-Visual Action Recognition.
Proceedings of the IEEE International Conference on Image Processing, 2023

2022
TCGL: Temporal Contrastive Graph for Self-Supervised Video Representation Learning.
IEEE Trans. Image Process., 2022

Causal Reasoning Meets Visual Representation Learning: A Prospective Study.
Int. J. Autom. Comput., 2022

Audio-Visual Contrastive Learning for Self-supervised Action Recognition.
CoRR, 2022

2021
Semantics-Aware Adaptive Knowledge Distillation for Sensor-to-Vision Action Recognition.
IEEE Trans. Image Process., 2021

Temporal Contrastive Graph for Self-supervised Video Representation Learning.
CoRR, 2021

2020
Deep Image-to-Video Adaptation and Fusion Networks for Action Recognition.
IEEE Trans. Image Process., 2020

A Cloud Detection Method Using Convolutional Neural Network Based on Gabor Transform and Attention Mechanism with Dark Channel Subnet for Remote Sensing Image.
Remote. Sens., 2020

2019
Hierarchically Learned View-Invariant Representations for Cross-View Action Recognition.
IEEE Trans. Circuits Syst. Video Technol., 2019

2018
Global Temporal Representation Based CNNs for Infrared Action Recognition.
IEEE Signal Process. Lett., 2018

Transferable Feature Representation for Visible-to-Infrared Cross-Dataset Human Action Recognition.
Complex., 2018

2017
A Non-Greedy Algorithm for L1-Norm LDA.
IEEE Trans. Image Process., 2017

Adaptive maximum margin analysis for image recognition.
Pattern Recognit., 2017

2016
Combining Multiple Features for Cross-Domain Face Sketch Recognition.
Proceedings of the Biometric Recognition - 11th Chinese Conference, 2016


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