Effectiveness of Pre-training for Few-shot Intent Classification. - Haode Zhang; Yuwei Zhang 001; Li-Ming Zhan; Jiaxin Chen; Guangyuan Shi; Xiao-Ming Wu 003; Albert Y. S. Lam (EMNLP (Findings), 2021)

KuraNet: Systems of Coupled Oscillators that Learn to Synchronize. - Matthew Ricci; Minju Jung; Yuwei Zhang 001; Mathieu Chalvidal; Aneri Soni; Thomas Serre (CoRR, 2021)

New Intent Discovery with Pre-training and Contrastive Learning. - Yuwei Zhang 001; Haode Zhang; Li-Ming Zhan; Xiao-Ming Wu 003; Albert Y. S. Lam (ACL (1), 2022)

Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization. - Haode Zhang; Haowen Liang; Yuwei Zhang 001; Li-Ming Zhan; Xiao-Ming Wu 003; Xiaolei Lu; Albert Y. S. Lam (NAACL-HLT, 2022)

ClusterLLM: Large Language Models as a Guide for Text Clustering. - Yuwei Zhang 001; Zihan Wang 001; Jingbo Shang (EMNLP, 2023)

Toward Unsupervised Realistic Visual Question Answering. - Yuwei Zhang 001; Chih-Hui Ho; Nuno Vasconcelos (ICCV, 2023)

Generating Efficient Training Data via LLM-based Attribute Manipulation. - Letian Peng; Yuwei Zhang 001; Jingbo Shang (CoRR, 2023)

Answer is All You Need: Instruction-following Text Embedding via Answering the Question. - Letian Peng; Yuwei Zhang 001; Zilong Wang 002; Jayanth Srinivasa; Gaowen Liu; Zihan Wang 001; Jingbo Shang (ACL (1), 2024)

Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation. - Letian Peng; Yuwei Zhang 001; Jingbo Shang (ACL (Findings), 2024)

Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting. - Zilong Wang 002; Zifeng Wang 002; Long T. Le; Huaixiu Steven Zheng; Swaroop Mishra; Vincent Perot; Yuwei Zhang 001; Anush Mattapalli; Ankur Taly; Jingbo Shang; Chen-Yu Lee; Tomas Pfister (ICLR, 2025)

LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory. - Di Wu; Hongwei Wang; Wenhao Yu 002; Yuwei Zhang 001; Kai-Wei Chang; Dong Yu 001 (ICLR, 2025)

Toward Multi-Session Personalized Conversation: A Large-Scale Dataset and Hierarchical Tree Framework for Implicit Reasoning. - Xintong Li 001; Jalend Bantupalli; Ria Dharmani; Yuwei Zhang 001; Jingbo Shang (CoRR, 2025)

Attention Reveals More Than Tokens: Training-Free Long-Context Reasoning with Attention-guided Retrieval. - Yuwei Zhang 001; Jayanth Srinivasa; Gaowen Liu; Jingbo Shang (CoRR, 2025)

Bidirectional LMs are Better Knowledge Memorizers? A Benchmark for Real-world Knowledge Injection. - Yuwei Zhang 001; Wenhao Yu 002; Shangbin Feng; Yifan Zhu; Letian Peng; Jayanth Srinivasa; Gaowen Liu; Jingbo Shang (CoRR, 2025)