An 0(1.414n) volume molecular solution for the 0-1 knapsack problem on DNA-based supercomputing. - Yong Jiang 005; Kenli Li 001; Zhishui Zhong; Goodman Makojoa (BIC-TA, 2010)

Domain-Specific NER via Retrieving Correlated Samples. - Xin Zhang 097; Yong Jiang 005; Xiaobin Wang; Xuming Hu; Yueheng Sun; Pengjun Xie; Meishan Zhang (COLING, 2022)

Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field. - Chengyue Jiang; Yong Jiang 005; Weiqi Wu; Pengjun Xie; Kewei Tu (EMNLP, 2022)

DAMO-NLP at NLPCC-2022 Task 2: Knowledge Enhanced Robust NER for Speech Entity Linking. - Shen Huang; Yuchen Zhai; Xinwei Long; Yong Jiang 005; Xiaobin Wang; Yin Zhang 006; Pengjun Xie (NLPCC (2), 2022)

EnTDA: Entity-to-Text based Data Augmentation Approach for Named Entity Recognition Tasks. - Xuming Hu; Yong Jiang 005; Aiwei Liu; Zhongqiang Huang; Pengjun Xie; Fei Huang 002; Lijie Wen 001; Philip S. Yu (CoRR, 2022)

Graph Propagation based Data Augmentation for Named Entity Recognition. - Jiong Cai; Shen Huang; Yong Jiang 005; Zeqi Tan; Pengjun Xie; Kewei Tu (ACL (2), 2023)

MANNER: A Variational Memory-Augmented Model for Cross Domain Few-Shot Named Entity Recognition. - Jinyuan Fang; Xiaobin Wang; Zaiqiao Meng; Pengjun Xie; Fei Huang 002; Yong Jiang 005 (ACL (1), 2023)

Entity-to-Text based Data Augmentation for various Named Entity Recognition Tasks. - Xuming Hu; Yong Jiang 005; Aiwei Liu; Zhongqiang Huang; Pengjun Xie; Fei Huang 002; Lijie Wen 001; Philip S. Yu (ACL (Findings), 2023)

Recall, Expand, and Multi-Candidate Cross-Encode: Fast and Accurate Ultra-Fine Entity Typing. - Chengyue Jiang; Wenyang Hui; Yong Jiang 005; Xiaobin Wang; Pengjun Xie; Kewei Tu (ACL (1), 2023)

Do PLMs Know and Understand Ontological Knowledge? - Weiqi Wu; Chengyue Jiang; Yong Jiang 005; Pengjun Xie; Kewei Tu (ACL (1), 2023)

COMBO: A Complete Benchmark for Open KG Canonicalization. - Chengyue Jiang; Yong Jiang 005; Weiqi Wu; Yuting Zheng; Pengjun Xie; Kewei Tu (EACL, 2023)

Zero-Shot Information Extraction via Chatting with ChatGPT. - Xiang Wei; Xingyu Cui; Ning Cheng; Xiaobin Wang; Xin Zhang 097; Shen Huang; Pengjun Xie; Jinan Xu; Yufeng Chen 005; Meishan Zhang; Yong Jiang 005; Wenjuan Han (CoRR, 2023)

Three Heads Are Better than One: Improving Cross-Domain NER with Progressive Decomposed Network. - Xuming Hu; Zhaochen Hong; Yong Jiang 005; Zhichao Lin; Xiaobin Wang; Pengjun Xie; Philip S. Yu (AAAI, 2024)

Retrieved In-Context Principles from Previous Mistakes. - Hao Sun 015; Yong Jiang 005; Bo Wang; Yingyan Hou; Yan Zhang; Pengjun Xie; Fei Huang 002 (EMNLP, 2024)

Exploring Key Point Analysis with Pairwise Generation and Graph Partitioning. - Xiao Li; Yong Jiang 005; Shen Huang; Pengjun Xie; Gong Cheng 001; Fei Huang 002 (NAACL-HLT, 2024)

Model-Agnostic Knowledge Distillation Between Heterogeneous Models. - Jiaxin Shen; Yanyao Liu; Yong Jiang 005; Yufeng Chen 005; Wenjuan Han (NLPCC (1), 2024)

Effective Demonstration Annotation for In-Context Learning via Language Model-Based Determinantal Point Process. - Peng Wang 104; Xiaobin Wang; Chao Lou; Shengyu Mao; Pengjun Xie; Yong Jiang 005 (CoRR, 2024)

STORM: A Spatio-Temporal Factor Model Based on Dual Vector Quantized Variational Autoencoders for Financial Trading. - Yilei Zhao 004; Wentao Zhang; Tingran Yang; Yong Jiang 005; Fei Huang 002; Wei Yang Bryan Lim (CoRR, 2024)

Supportiveness-based Knowledge Rewriting for Retrieval-augmented Language Modeling. - Zile Qiao; Wei Ye 004; Yong Jiang 005; Tong Mo; Pengjun Xie; Weiping Li; Fei Huang 002; Shikun Zhang (NAACL (Findings), 2025)

Unfolding the Headline: Iterative Self-Questioning for News Retrieval and Timeline Summarization. - Weiqi Wu; Shen Huang; Yong Jiang 005; Pengjun Xie; Fei Huang 002; Hai Zhao 001 (NAACL (Findings), 2025)

LaRA: Benchmarking Retrieval-Augmented Generation and Long-Context LLMs - No Silver Bullet for LC or RAG Routing. - Kuan Li; Liwen Zhang; Yong Jiang 005; Pengjun Xie; Fei Huang 002; Shuai Wang; Minhao Cheng (CoRR, 2025)

AutoHete: An Automatic and Efficient Heterogeneous Training System for LLMs. - Zihao Zeng; Chubo Liu; Xin He; Juan Hu; Yong Jiang 005; Fei Huang 002; Kenli Li 001; Wei Yang Bryan Lim (CoRR, 2025)

ZeroSearch: Incentivize the Search Capability of LLMs without Searching. - Hao Sun 015; Zile Qiao; Jiayan Guo; Xuanbo Fan; Yingyan Hou; Yong Jiang 005; Pengjun Xie; Yan Zhang; Fei Huang 002; Jingren Zhou 001 (CoRR, 2025)

MaskSearch: A Universal Pre-Training Framework to Enhance Agentic Search Capability. - Weiqi Wu; Xin Guan; Shen Huang; Yong Jiang 005; Pengjun Xie; Fei Huang 002; Jiuxin Cao; Hai Zhao 001; Jingren Zhou 001 (CoRR, 2025)

DynamicBench: Evaluating Real-Time Report Generation in Large Language Models. - Jingyao Li; Hao Sun 015; Zile Qiao; Yong Jiang 005; Pengjun Xie; Fei Huang 002; Hong Xu 001; Jiaya Jia (CoRR, 2025)