Discriminative Clustering for Robust Unsupervised Domain Adaptation. - Rui Wang 088; Guoyin Wang 002; Ricardo Henao (CoRR, 2019)

Integrating Task Specific Information into Pretrained Language Models for Low Resource Fine Tuning. - Rui Wang 088; Shijing Si; Guoyin Wang 002; Lei Zhang; Lawrence Carin; Ricardo Henao (EMNLP (Findings), 2020)

Students Need More Attention: BERT-based Attention Model for Small Data with Application to Automatic Patient Message Triage. - Shijing Si; Rui Wang 088; Jedrek Wosik; Hao Zhang 050; David Dov; Guoyin Wang 002; Lawrence Carin (MLHC, 2020)

Students Need More Attention: BERT-based AttentionModel for Small Data with Application to AutomaticPatient Message Triage. - Shijing Si; Rui Wang 088; Jedrek Wosik; Hao Zhang 050; David Dov; Guoyin Wang 002; Ricardo Henao; Lawrence Carin (CoRR, 2020)

Affinitention nets: kernel perspective on attention architectures for set classification with applications to medical text and images. - David Dov; Serge Assaad; Shijing Si; Rui Wang 088; Hongteng Xu; Shahar Ziv Kovalsky; Jonathan Bell; Danielle Elliott Range; Jonathan Cohen 004; Ricardo Henao; Lawrence Carin (CHIL, 2021)

Unsupervised Paraphrasing Consistency Training for Low Resource Named Entity Recognition. - Rui Wang 088; Ricardo Henao (EMNLP (1), 2021)

Few-Shot Class-Incremental Learning for Named Entity Recognition. - Rui Wang 088; Tong Yu 001; Handong Zhao; Sungchul Kim; Subrata Mitra; Ruiyi Zhang 002; Ricardo Henao (ACL (1), 2022)

Context-aware Information-theoretic Causal De-biasing for Interactive Sequence Labeling. - Junda Wu; Rui Wang 088; Tong Yu 001; Ruiyi Zhang 002; Handong Zhao; Shuai Li 010; Ricardo Henao; Ani Nenkova (EMNLP (Findings), 2022)

Wasserstein Cross-Lingual Alignment For Named Entity Recognition. - Rui Wang 088; Ricardo Henao (ICASSP, 2022)

Wasserstein Uncertainty Estimation for Adversarial Domain Matching. - Rui Wang 088; Ruiyi Zhang 002; Ricardo Henao (Frontiers Big Data, 2022)

Few-Shot Composition Learning for Image Retrieval with Prompt Tuning. - Junda Wu; Rui Wang 088; Handong Zhao; Ruiyi Zhang 002; Chaochao Lu; Shuai Li 010; Ricardo Henao (AAAI, 2023)

Federated Domain Adaptation for Named Entity Recognition via Distilling with Heterogeneous Tag Sets. - Rui Wang 088; Tong Yu 001; Junda Wu; Handong Zhao; Sungchul Kim; Ruiyi Zhang 002; Subrata Mitra; Ricardo Henao (ACL (Findings), 2023)

Toward Fairness in Text Generation via Mutual Information Minimization based on Importance Sampling. - Rui Wang 088; Pengyu Cheng; Ricardo Henao (AISTATS, 2023)

InfoPrompt: Information-Theoretic Soft Prompt Tuning for Natural Language Understanding. - Junda Wu; Tong Yu 001; Rui Wang 088; Zhao Song 002; Ruiyi Zhang 002; Handong Zhao; Chaochao Lu; Shuai Li 010; Ricardo Henao (NeurIPS, 2023)

Efficient low-Resource Training with pre-trained Deep Neural Networks. - Rui Wang 088 (2023)

Personalized Federated Learning for Text Classification with Gradient-Free Prompt Tuning. - Rui Wang 088; Tong Yu 001; Ruiyi Zhang 002; Sungchul Kim; Ryan A. Rossi; Handong Zhao; Junda Wu; Subrata Mitra; Lina Yao 001; Ricardo Henao (NAACL-HLT (Findings), 2024)

Learn When (not) to Trust Language Models: A Privacy-Centric Adaptive Model-Aware Approach. - Chengkai Huang; Rui Wang 088; Kaige Xie; Tong Yu 001; Lina Yao 001 (CoRR, 2024)

Uncertainty-aware pedestrian trajectory prediction via distributional diffusion. - Yao Liu 017; Zesheng Ye; Rui Wang 088; Binghao Li; Quan Z. Sheng; Lina Yao 001 (Knowl. Based Syst., 2024)

Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models. - Chengkai Huang; Yu Xia 007; Rui Wang 088; Kaige Xie; Tong Yu 001; Julian J. McAuley; Lina Yao 001 (COLING, 2025)

Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs. - Yu Xia 007; Rui Wang 088; Xu Liu; Mingyan Li; Tong Yu 001; Xiang Chen; Julian J. McAuley; Shuai Li 010 (COLING, 2025)

CachePrune: Neural-Based Attribution Defense Against Indirect Prompt Injection Attacks. - Rui Wang 088; Junda Wu; Yu Xia 007; Tong Yu 001; Ruiyi Zhang 002; Ryan A. Rossi; Lina Yao 001; Julian J. McAuley (CoRR, 2025)

CTRLS: Chain-of-Thought Reasoning via Latent State-Transition. - Junda Wu; Yuxin Xiong; Xintong Li 001; Zhengmian Hu; Tong Yu 001; Rui Wang 088; Xiang Chen; Jingbo Shang; Julian J. McAuley (CoRR, 2025)