James Y. Huang

According to our database, James Y. Huang authored at least 12 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

MetaScale: Test-Time Scaling with Evolving Meta-Thoughts.

Qin Liu, Wenxuan Zhou, Nan Xu, James Y. Huang, Fei Wang, Sheng Zhang, Hoifung Poon, Muhao Chen

CoRR, March, 2025

Offset Unlearning for Large Language Models.

James Y. Huang, Wenxuan Zhou, Fei Wang, Fred Morstatter, Sheng Zhang, Hoifung Poon, Muhao Chen

Trans. Mach. Learn. Res., 2025

MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding.

Fei Wang, Xingyu Fu, James Y. Huang, Zekun Li, Qin Liu, Xiaogeng Liu, Mingyu Derek Ma, Nan Xu, Wenxuan Zhou, Kai Zhang, Tianyi Lorena Yan, Wenjie Jacky Mo, Hsiang-Hui Liu, Pan Lu, Chunyuan Li, Chaowei Xiao, Kai-Wei Chang, Dan Roth, Sheng Zhang, Hoifung Poon, Muhao Chen

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

DeAL: Decoding-time Alignment for Large Language Models.

James Y. Huang, Sailik Sengupta, Daniele Bonadiman, Yi-An Lai, Arshit Gupta, Nikolaos Pappas, Saab Mansour, Katrin Kirchhoff, Dan Roth

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

DeAL: Decoding-time Alignment for Large Language Models.

James Y. Huang, Sailik Sengupta, Daniele Bonadiman, Yi'an Lai, Arshit Gupta, Nikolaos Pappas, Saab Mansour, Katrin Kirchhoff, Dan Roth

CoRR, 2024

mDPO: Conditional Preference Optimization for Multimodal Large Language Models.

Fei Wang, Wenxuan Zhou, James Y. Huang, Nan Xu, Sheng Zhang, Hoifung Poon, Muhao Chen

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Contrastive Instruction Tuning.

Tianyi Yan, Fei Wang, James Y. Huang, Wenxuan Zhou, Fan Yin, Aram Galstyan, Wenpeng Yin, Muhao Chen

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations.

James Y. Huang, Wenlin Yao, Kaiqiang Song, Hongming Zhang, Muhao Chen, Dong Yu

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Parameter-Efficient Tuning with Special Token Adaptation.

Xiaocong Yang, James Y. Huang, Wenxuan Zhou, Muhao Chen

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Robust Natural Language Understanding with Residual Attention Debiasing.

Fei Wang, James Y. Huang, Tianyi Yan, Wenxuan Zhou, Muhao Chen

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Unified Semantic Typing with Meaningful Label Inference.

James Y. Huang, Bangzheng Li, Jiashu Xu, Muhao Chen

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

2021

Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models.

James Y. Huang, Kuan-Hao Huang, Kai-Wei Chang

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021