Identify Shifts of Word Semantics through Bayesian Surprise. - Zhuofeng Wu 001; Cheng Li 012; Zhe Zhao 001; Fei Wu 001; Qiaozhu Mei (SIGIR, 2018)

CLEAR: Contrastive Learning for Sentence Representation. - Zhuofeng Wu 001; Sinong Wang; Jiatao Gu; Madian Khabsa; Fei Sun; Hao Ma 001 (CoRR, 2020)

IDPG: An Instance-Dependent Prompt Generation Method. - Zhuofeng Wu 001; Sinong Wang; Jiatao Gu; Rui Hou; Yuxiao Dong; V. G. Vinod Vydiswaran; Hao Ma 001 (NAACL-HLT, 2022)

Defending against Insertion-based Textual Backdoor Attacks via Attribution. - Jiazhao Li; Zhuofeng Wu 001; Wei Ping; Chaowei Xiao; V. G. Vinod Vydiswaran (ACL (Findings), 2023)

HiCL: Hierarchical Contrastive Learning of Unsupervised Sentence Embeddings. - Zhuofeng Wu 001; Chaowei Xiao; V. G. Vinod Vydiswaran (EMNLP (Findings), 2023)

PLANNER: Generating Diversified Paragraph via Latent Language Diffusion Model. - Yizhe Zhang 002; Jiatao Gu; Zhuofeng Wu 001; Shuangfei Zhai; Joshua M. Susskind; Navdeep Jaitly (NeurIPS, 2023)

Divide-or-Conquer? Which Part Should You Distill Your LLM? - Zhuofeng Wu 001; Richard He Bai; Aonan Zhang; Jiatao Gu; V. G. Vinod Vydiswaran; Navdeep Jaitly; Yizhe Zhang 002 (EMNLP (Findings), 2024)

ChatGPT as an Attack Tool: Stealthy Textual Backdoor Attack via Blackbox Generative Model Trigger. - Jiazhao Li; Yijin Yang; Zhuofeng Wu 001; V. G. Vinod Vydiswaran; Chaowei Xiao (NAACL-HLT, 2024)