Cross-Lingual Dependency Parsing by POS-Guided Word Reordering. - Lu Liu; Yi Zhou 018; Jianhan Xu; Xiaoqing Zheng; Kai-Wei Chang; Xuanjing Huang 001 (EMNLP (Findings), 2020)

Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution. - Zongyi Li; Jianhan Xu; Jiehang Zeng; Linyang Li; Xiaoqing Zheng; Qi Zhang 001; Kai-Wei Chang; Cho-Jui Hsieh (EMNLP (1), 2021)

Certified Robustness to Text Adversarial Attacks by Randomized [MASK]. - Jiehang Zeng; Xiaoqing Zheng; Jianhan Xu; Linyang Li; Liping Yuan; Xuanjing Huang 001 (CoRR, 2021)

Towards Adversarially Robust Text Classifiers by Learning to Reweight Clean Examples. - Jianhan Xu; Cenyuan Zhang; Xiaoqing Zheng; Linyang Li; Cho-Jui Hsieh; Kai-Wei Chang; Xuanjing Huang 001 (ACL (Findings), 2022)

Weight Perturbation as Defense against Adversarial Word Substitutions. - Jianhan Xu; Linyang Li; Jiping Zhang; Xiaoqing Zheng; Kai-Wei Chang; Cho-Jui Hsieh; Xuanjing Huang 001 (EMNLP (Findings), 2022)

Enhancing Unsupervised Semantic Parsing with Distributed Contextual Representations. - Zixuan Ling; Xiaoqing Zheng; Jianhan Xu; Jinshu Lin; Kai-Wei Chang; Cho-Jui Hsieh; Xuanjing Huang 001 (ACL (Findings), 2023)

Watermarking PLMs on Classification Tasks by Combining Contrastive Learning with Weight Perturbation. - Chenxi Gu; Xiaoqing Zheng; Jianhan Xu; Muling Wu; Cenyuan Zhang; Chengsong Huang; Hua Cai; Xuanjing Huang 001 (EMNLP (Findings), 2023)

Parameter Efficient Multi-task Fine-tuning by Learning to Transfer Token-wise Prompts. - Muling Wu; Wenhao Liu; Jianhan Xu; Changze Lv; Zixuan Ling; Tianlong Li; Longtao Huang; Xiaoqing Zheng; Xuanjing Huang 001 (EMNLP (Findings), 2023)

Spiking Convolutional Neural Networks for Text Classification. - Changze Lv; Jianhan Xu; Xiaoqing Zheng (ICLR, 2023)

SpikeBERT: A Language Spikformer Trained with Two-Stage Knowledge Distillation from BERT. - Changze Lv; Tianlong Li; Jianhan Xu; Chenxi Gu; Zixuan Ling; Cenyuan Zhang; Xiaoqing Zheng; Xuanjing Huang 001 (CoRR, 2023)

SpikeCLIP: A Contrastive Language-Image Pretrained Spiking Neural Network. - Tianlong Li; Wenhao Liu; Changze Lv; Jianhan Xu; Cenyuan Zhang; Muling Wu; Xiaoqing Zheng; Xuanjing Huang 001 (CoRR, 2023)

Certified Robustness to Text Adversarial Attacks by Randomized [MASK]. - Jiehang Zeng; Jianhan Xu; Xiaoqing Zheng; Xuanjing Huang 001 (Comput. Linguistics, 2023)

Decoding Continuous Character-based Language from Non-invasive Brain Recordings. - Cenyuan Zhang; Xiaoqing Zheng; Ruicheng Yin; Shujie Geng; Jianhan Xu; Xuan Gao; Changze Lv; Zixuan Ling; Xuanjing Huang 001; Miao Cao; Jianfeng Feng (CoRR, 2024)

SpikeCLIP: A contrastive language-image pretrained spiking neural network. - Changze Lv; Tianlong Li; Wenhao Liu; Yufei Gu; Jianhan Xu; Cenyuan Zhang; Muling Wu; Xiaoqing Zheng; Xuanjing Huang 001 (Neural Networks, 2025)

RECAST: Strengthening LLMs' Complex Instruction Following with Constraint-Verifiable Data. - Wenhao Liu; Zhengkang Guo; Mingchen Xie; Jingwen Xu; Zisu Huang; Muzhao Tian; Jianhan Xu; Muling Wu; Xiaohua Wang; Changze Lv; He-Da Wang; Hu Yao; et al. (CoRR, 2025)