Bairu Hou

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 17

Top Topics

Diffusion Models

Semantic Smoothing

Top Venues

Trans. Mach. Learn. Res.

Publications

Alon Albalak, Yanai Elazar, Sang Michael Xie, Shayne Longpre, Nathan Lambert, Xinyi Wang, Niklas Muennighoff, Bairu Hou, Liangming Pan, Haewon Jeong, Colin Raffel, Shiyu Chang, Tatsunori Hashimoto, William Yang Wang
A Survey on Data Selection for Language Models. CoRR (2024)
Jiabao Ji, Bairu Hou, Alexander Robey, George J. Pappas, Hamed Hassani, Yang Zhang, Eric Wong, Shiyu Chang
Defending Large Language Models against Jailbreak Attacks via Semantic Smoothing. CoRR (2024)
Jiabao Ji, Guanhua Zhang, Zhaowen Wang, Bairu Hou, Zhifei Zhang, Brian L. Price, Shiyu Chang
Improving Diffusion Models for Scene Text Editing with Dual Encoders. Trans. Mach. Learn. Res. 2024 (2024)
Jiabao Ji, Bairu Hou, Zhen Zhang, Guanhua Zhang, Wenqi Fan, Qing Li, Yang Zhang, Gaowen Liu, Sijia Liu, Shiyu Chang
Advancing the Robustness of Large Language Models through Self-Denoised Smoothing. CoRR (2024)
Alon Albalak, Yanai Elazar, Sang Michael Xie, Shayne Longpre, Nathan Lambert, Xinyi Wang, Niklas Muennighoff, Bairu Hou, Liangming Pan, Haewon Jeong, Colin Raffel, Shiyu Chang, Tatsunori Hashimoto, William Yang Wang
A Survey on Data Selection for Language Models. Trans. Mach. Learn. Res. 2024 (2024)
Bairu Hou, Yang Zhang, Jacob Andreas, Shiyu Chang
A Probabilistic Framework for LLM Hallucination Detection via Belief Tree Propagation. CoRR (2024)
Bairu Hou, Jinghan Jia, Yihua Zhang, Guanhua Zhang, Yang Zhang, Sijia Liu, Shiyu Chang
TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization. ICLR (2023)
Jiabao Ji, Guanhua Zhang, Zhaowen Wang, Bairu Hou, Zhifei Zhang, Brian Price, Shiyu Chang
Improving Diffusion Models for Scene Text Editing with Dual Encoders. CoRR (2023)
Zhen Zhang, Guanhua Zhang, Bairu Hou, Wenqi Fan, Qing Li, Sijia Liu, Yang Zhang, Shiyu Chang
Certified Robustness for Large Language Models with Self-Denoising. CoRR (2023)
Bairu Hou, Joe O'Connor, Jacob Andreas, Shiyu Chang, Yang Zhang
PromptBoosting: Black-Box Text Classification with Ten Forward Passes. ICML (2023)
Bairu Hou, Yujian Liu, Kaizhi Qian, Jacob Andreas, Shiyu Chang, Yang Zhang
Decomposing Uncertainty for Large Language Models through Input Clarification Ensembling. CoRR (2023)
Bairu Hou, Joe O'Connor, Jacob Andreas, Shiyu Chang, Yang Zhang
PromptBoosting: Black-Box Text Classification with Ten Forward Passes. CoRR (2022)
Bairu Hou, Jinghan Jia, Yihua Zhang, Guanhua Zhang, Yang Zhang, Sijia Liu, Shiyu Chang
TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization. CoRR (2022)
Guoyang Zeng, Fanchao Qi, Qianrui Zhou, Tingji Zhang, Zixian Ma, Bairu Hou, Yuan Zang, Zhiyuan Liu, Maosong Sun
OpenAttack: An Open-source Textual Adversarial Attack Toolkit. ACL (demo) (2021)
Bairu Hou, Fanchao Qi, Yuan Zang, Xurui Zhang, Zhiyuan Liu, Maosong Sun
Try to Substitute: An Unsupervised Chinese Word Sense Disambiguation Method Based on HowNet. COLING (2020)
Guoyang Zeng, Fanchao Qi, Qianrui Zhou, Tingji Zhang, Bairu Hou, Yuan Zang, Zhiyuan Liu, Maosong Sun
OpenAttack: An Open-source Textual Adversarial Attack Toolkit. CoRR (2020)
Yuan Zang, Bairu Hou, Fanchao Qi, Zhiyuan Liu, Xiaojun Meng, Maosong Sun
Learning to Attack: Towards Textual Adversarial Attacking in Real-world Situations. CoRR (2020)