Haotian Ye

According to our database1, Haotian Ye authored at least 26 papers between 2021 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2021
2022
2023
2024
2025
0
5
10
6
4
1
2
6
6
1

Legend:

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In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2025
How Transliterations Improve Crosslingual Alignment.
Proceedings of the 31st International Conference on Computational Linguistics, 2025

TransMI: A Framework to Create Strong Baselines from Multilingual Pretrained Language Models for Transliterated Data.
Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024
A Federated Approach to Few-Shot Hate Speech Detection for Marginalized Communities.
CoRR, 2024

Reducing Hallucinations in Vision-Language Models via Latent Space Steering.
CoRR, 2024

LangSAMP: Language-Script Aware Multilingual Pretraining.
CoRR, 2024

Exploring the Role of Transliteration in In-Context Learning for Low-resource Languages Written in Non-Latin Scripts.
CoRR, 2024

DOF: Accelerating High-order Differential Operators with Forward Propagation.
CoRR, 2024

MoSECroT: Model Stitching with Static Word Embeddings for Crosslingual Zero-shot Transfer.
CoRR, 2024

TFG: Unified Training-Free Guidance for Diffusion Models.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Geometric Trajectory Diffusion Models.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Selecting Large Language Model to Fine-tune via Rectified Scaling Law.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

TransliCo: A Contrastive Learning Framework to Address the Script Barrier in Multilingual Pretrained Language Models.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023
Forward Laplacian: A New Computational Framework for Neural Network-based Variational Monte Carlo.
CoRR, 2023

A study of conceptual language similarity: comparison and evaluation.
CoRR, 2023

Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification Graphs.
CoRR, 2023

Taxi1500: A Multilingual Dataset for Text Classification in 1500 Languages.
CoRR, 2023

Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

On the Power of Pre-training for Generalization in RL: Provable Benefits and Hardness.
Proceedings of the International Conference on Machine Learning, 2023

Discovering Latent Knowledge in Language Models Without Supervision.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification Graphs.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Freeze then Train: Towards Provable Representation Learning under Spurious Correlations and Feature Noise.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

A Crosslingual Investigation of Conceptualization in 1335 Languages.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2021
Out-of-Distribution Generalization Analysis via Influence Function.
CoRR, 2021

Towards a Theoretical Framework of Out-of-Distribution Generalization.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021


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