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2020 – today
- 2024
[c13]Ting-Han Fan, Ta-Chung Chi, Alexander Rudnicky:
Advancing Regular Language Reasoning in Linear Recurrent Neural Networks. NAACL (Short Papers) 2024: 45-53- [c12]Ta-Chung Chi, Ting-Han Fan, Alexander Rudnicky:
Attention Alignment and Flexible Positional Embeddings Improve Transformer Length Extrapolation. NAACL-HLT (Findings) 2024: 132-148 - 2023
- [c11]Ta-Chung Chi, Ting-Han Fan, Li-Wei Chen, Alexander Rudnicky, Peter J. Ramadge:
Latent Positional Information is in the Self-Attention Variance of Transformer Language Models Without Positional Embeddings. ACL (2) 2023: 1183-1193 - [c10]Ta-Chung Chi, Ting-Han Fan, Alexander Rudnicky, Peter J. Ramadge:
Dissecting Transformer Length Extrapolation via the Lens of Receptive Field Analysis. ACL (1) 2023: 13522-13537 - [c9]Ta-Chung Chi, Ting-Han Fan, Alexander Rudnicky, Peter J. Ramadge:
Transformer Working Memory Enables Regular Language Reasoning And Natural Language Length Extrapolation. EMNLP (Findings) 2023: 5972-5984 - [i12]Ta-Chung Chi, Ting-Han Fan, Alexander I. Rudnicky
, Peter J. Ramadge:
Transformer Working Memory Enables Regular Language Reasoning and Natural Language Length Extrapolation. CoRR abs/2305.03796 (2023) - [i11]Ta-Chung Chi, Ting-Han Fan, Li-Wei Chen, Alexander I. Rudnicky, Peter J. Ramadge:
Latent Positional Information is in the Self-Attention Variance of Transformer Language Models Without Positional Embeddings. CoRR abs/2305.13571 (2023) - [i10]Ting-Han Fan, Ta-Chung Chi, Alexander I. Rudnicky:
Advancing Regular Language Reasoning in Linear Recurrent Neural Networks. CoRR abs/2309.07412 (2023) - [i9]Ta-Chung Chi, Ting-Han Fan, Alexander I. Rudnicky:
Attention Alignment and Flexible Positional Embeddings Improve Transformer Length Extrapolation. CoRR abs/2311.00684 (2023) - 2022
- [c8]Ting-Han Fan, Yubo Wang:
Soft Actor-Critic With Integer Actions. ACC 2022: 2611-2616 - [c7]Ting-Han Fan, Athindran Ramesh Kumar, Peter J. Ramadge:
Safety Control for Prime Focus Spectrograph. CISS 2022: 269-274 - [c6]Ting-Han Fan, Ta-Chung Chi, Alexander I. Rudnicky, Peter J. Ramadge:
Training Discrete Deep Generative Models via Gapped Straight-Through Estimator. ICML 2022: 6059-6073 - [c5]Ting-Han Fan, Xian Yeow Lee, Yubo Wang:
PowerGym: A Reinforcement Learning Environment for Volt-Var Control in Power Distribution Systems. L4DC 2022: 21-33 - [c4]Ta-Chung Chi, Ting-Han Fan, Peter J. Ramadge, Alexander Rudnicky:
KERPLE: Kernelized Relative Positional Embedding for Length Extrapolation. NeurIPS 2022 - [i8]Ta-Chung Chi, Ting-Han Fan, Peter J. Ramadge, Alexander I. Rudnicky:
KERPLE: Kernelized Relative Positional Embedding for Length Extrapolation. CoRR abs/2205.09921 (2022) - [i7]Ting-Han Fan, Ta-Chung Chi, Alexander I. Rudnicky, Peter J. Ramadge:
Training Discrete Deep Generative Models via Gapped Straight-Through Estimator. CoRR abs/2206.07235 (2022) - [i6]Ta-Chung Chi, Ting-Han Fan, Alexander I. Rudnicky:
Receptive Field Alignment Enables Transformer Length Extrapolation. CoRR abs/2212.10356 (2022) - 2021
- [c3]Ting-Han Fan, Peter J. Ramadge:
A Contraction Approach to Model-based Reinforcement Learning. AISTATS 2021: 325-333 - [i5]Ting-Han Fan, Xian Yeow Lee, Yubo Wang:
PowerGym: A Reinforcement Learning Environment for Volt-Var Control in Power Distribution Systems. CoRR abs/2109.03970 (2021) - [i4]Ting-Han Fan, Yubo Wang:
Soft Actor-Critic With Integer Actions. CoRR abs/2109.08512 (2021) - [i3]Ting-Han Fan, Peter J. Ramadge:
Explaining Off-Policy Actor-Critic From A Bias-Variance Perspective. CoRR abs/2110.02421 (2021) - 2020
- [i2]Ting-Han Fan, Peter J. Ramadge:
A Contraction Approach to Model-based Reinforcement Learning. CoRR abs/2009.08586 (2020)
2010 – 2019
- 2019
- [i1]Yueh-Hua Wu, Ting-Han Fan, Peter J. Ramadge, Hao Su:
Model Imitation for Model-Based Reinforcement Learning. CoRR abs/1909.11821 (2019) - 2018
- [c2]Ting-Han Fan, I-Hsiang Wang:
Rumor Source Detection: A Probabilistic Perspective. ICASSP 2018: 4159-4163 - 2017
- [c1]Ting-Han Fan, Kwang-Cheng Chen:
A New Social Network Model of Online Forums. GLOBECOM 2017: 1-6
Coauthor Index
aka: Alexander Rudnicky
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