Jianhan Xu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 15

Top Topics

Image Watermarking Scheme

Text Classifiers

Convolutional Neural Networks

Top Venues

EMNLP (Findings)

Comput. Linguistics

Publications

Changze Lv, Jianhan Xu, Xiaoqing Zheng
Spiking Convolutional Neural Networks for Text Classification. CoRR (2024)
Cenyuan Zhang, Xiaoqing Zheng, Ruicheng Yin, Shujie Geng, Jianhan Xu, Xuan Gao, Changze Lv, Zixuan Ling, Xuanjing Huang, Miao Cao, Jianfeng Feng
Decoding Continuous Character-based Language from Non-invasive Brain Recordings. CoRR (2024)
Jiehang Zeng, Jianhan Xu, Xiaoqing Zheng, Xuanjing Huang
Certified Robustness to Text Adversarial Attacks by Randomized [MASK]. Comput. Linguistics 49 (2) (2023)
Changze Lv, Tianlong Li, Jianhan Xu, Chenxi Gu, Zixuan Ling, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
SpikeBERT: A Language Spikformer Trained with Two-Stage Knowledge Distillation from BERT. CoRR (2023)
Changze Lv, Jianhan Xu, Xiaoqing Zheng
Spiking Convolutional Neural Networks for Text Classification. ICLR (2023)
Zixuan Ling, Xiaoqing Zheng, Jianhan Xu, Jinshu Lin, Kai-Wei Chang, Cho-Jui Hsieh, Xuanjing Huang
Enhancing Unsupervised Semantic Parsing with Distributed Contextual Representations. ACL (Findings) (2023)
Muling Wu, Wenhao Liu, Jianhan Xu, Changze Lv, Zixuan Ling, Tianlong Li, Longtao Huang, Xiaoqing Zheng, Xuanjing Huang
Parameter Efficient Multi-task Fine-tuning by Learning to Transfer Token-wise Prompts. EMNLP (Findings) (2023)
Tianlong Li, Wenhao Liu, Changze Lv, Jianhan Xu, Cenyuan Zhang, Muling Wu, Xiaoqing Zheng, Xuanjing Huang
SpikeCLIP: A Contrastive Language-Image Pretrained Spiking Neural Network. CoRR (2023)
Chenxi Gu, Xiaoqing Zheng, Jianhan Xu, Muling Wu, Cenyuan Zhang, Chengsong Huang, Hua Cai, Xuanjing Huang
Watermarking PLMs on Classification Tasks by Combining Contrastive Learning with Weight Perturbation. EMNLP (Findings) (2023)
Jianhan Xu, Cenyuan Zhang, Xiaoqing Zheng, Linyang Li, Cho-Jui Hsieh, Kai-Wei Chang, Xuanjing Huang
Towards Adversarially Robust Text Classifiers by Learning to Reweight Clean Examples. ACL (Findings) (2022)
Jianhan Xu, Linyang Li, Jiping Zhang, Xiaoqing Zheng, Kai-Wei Chang, Cho-Jui Hsieh, Xuanjing Huang
Weight Perturbation as Defense against Adversarial Word Substitutions. EMNLP (Findings) (2022)
Jiehang Zeng, Xiaoqing Zheng, Jianhan Xu, Linyang Li, Liping Yuan, Xuanjing Huang
Certified Robustness to Text Adversarial Attacks by Randomized [MASK]. CoRR (2021)
Zongyi Li, Jianhan Xu, Jiehang Zeng, Linyang Li, Xiaoqing Zheng, Qi Zhang, Kai-Wei Chang, Cho-Jui Hsieh
Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution. CoRR (2021)
Zongyi Li, Jianhan Xu, Jiehang Zeng, Linyang Li, Xiaoqing Zheng, Qi Zhang, Kai-Wei Chang, Cho-Jui Hsieh
Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution. EMNLP (1) (2021)
Lu Liu, Yi Zhou, Jianhan Xu, Xiaoqing Zheng, Kai-Wei Chang, Xuanjing Huang
Cross-Lingual Dependency Parsing by POS-Guided Word Reordering. EMNLP (Findings) (2020)