Remote Sensing Images Super-resolution Based on Sparse Dictionaries and Residual Dictionaries. - Yingying Zhang; Wei Wu 002; Yong Dai 001; Xiaomin Yang; Binyu Yan; Wei Lu 021 (DASC, 2013)

A Two-Stage Multi-task Learning-Based Method for Selective Unsupervised Domain Adaptation. - Yong Dai 001; Jian Zhang; Shuai Yuan 018; Zenglin Xu (ICDM Workshops, 2019)

Adversarial Training Based Multi-Source Unsupervised Domain Adaptation for Sentiment Analysis. - Yong Dai 001; Jian Liu; Xiancong Ren; Zenglin Xu (AAAI, 2020)

Contextualize Knowledge Bases with Transformer for End-to-end Task-Oriented Dialogue Systems. - Yanjie Gou; Yinjie Lei; Lingqiao Liu; Yong Dai 001; Chunxu Shen (EMNLP (1), 2021)

Neural Joint Model for Part-of-Speech Tagging and Entity Extraction. - Wazir Ali; Rajesh Kumar 014; Yong Dai 001; Jay Kumar; Saifullah Tumrani (ICMLC, 2021)

Creating and Evaluating Resources for Sentiment Analysis in the Low-resource Language: Sindhi. - Wazir Ali; Naveed Ali; Yong Dai 001; Jay Kumar; Saifullah Tumrani; Zenglin Xu (WASSA@EACL, 2021)

Unsupervised Sentiment Analysis by Transferring Multi-source Knowledge. - Yong Dai 001; Jian Liu; Jian Zhang; Hongguang Fu; Zenglin Xu (Cogn. Comput., 2021)

"Is Whole Word Masking Always Better for Chinese BERT?": Probing on Chinese Grammatical Error Correction. - Yong Dai 001; Linyang Li; Cong Zhou; Zhangyin Feng; Enbo Zhao; Xipeng Qiu; Piji Li; Duyu Tang (ACL (Findings), 2022)

Exploring and Adapting Chinese GPT to Pinyin Input Method. - Minghuan Tan; Yong Dai 001; Duyu Tang; Zhangyin Feng; Guoping Huang; Jing Jiang 001; Jiwei Li; Shuming Shi 001 (ACL (1), 2022)

Leveraging Only the Category Name for Aspect Detection through Prompt-based Constrained Clustering. - Yazheng Li; Pengyun Wang; Yasheng Wang; Yong Dai 001; Yadao Wang; Lujia Pan; Zenglin Xu (EMNLP (Findings), 2022)

One Model, Multiple Tasks: Pathways for Natural Language Understanding. - Duyu Tang; Fan Zhang 092; Yong Dai 001; Cong Zhou; Shuangzhi Wu; Shuming Shi 001 (CoRR, 2022)

MarkBERT: Marking Word Boundaries Improves Chinese BERT. - Linyang Li; Yong Dai 001; Duyu Tang; Xipeng Qiu; Zenglin Xu; Shuming Shi 001 (CoRR, 2022)

Pretraining Chinese BERT for Detecting Word Insertion and Deletion Errors. - Cong Zhou; Yong Dai 001; Duyu Tang; Enbo Zhao; Zhangyin Feng; Li Kuang; Shuming Shi 001 (CoRR, 2022)

One Model, Multiple Modalities: A Sparsely Activated Approach for Text, Sound, Image, Video and Code. - Yong Dai 001; Duyu Tang; Liangxin Liu; Minghuan Tan; Cong Zhou; Jingquan Wang; Zhangyin Feng; Fan Zhang 092; Xueyu Hu; Shuming Shi 001 (CoRR, 2022)

Effidit: Your AI Writing Assistant. - Shuming Shi 001; Enbo Zhao; Duyu Tang; Yan Wang 060; Piji Li; Wei Bi; Haiyun Jiang; Guoping Huang; Leyang Cui; Xinting Huang; Cong Zhou; Yong Dai 001; et al. (CoRR, 2022)

Pretrained Language Encoders are Natural Tagging Frameworks for Aspect Sentiment Triplet Extraction. - Yanjie Gou; Yinjie Lei; Lingqiao Liu; Yong Dai 001; Chunxu Shen; Yongqi Tong (CoRR, 2022)

When Federated Learning Meets Pre-trained Language Models' Parameter-Efficient Tuning Methods. - Zhuo Zhang 007; Yuanhang Yang; Yong Dai 001; Lizhen Qu; Zenglin Xu (CoRR, 2022)

Graph Fusion Network for Text Classification. - Yong Dai 001; Linjun Shou; Ming Gong 001; Xiaolin Xia; Zhao Kang 001; Zenglin Xu; Daxin Jiang (Knowl. Based Syst., 2022)

FedPETuning: When Federated Learning Meets the Parameter-Efficient Tuning Methods of Pre-trained Language Models. - Zhuo Zhang 007; Yuanhang Yang; Yong Dai 001; Qifan Wang 001; Yue Yu 001; Lizhen Qu; Zenglin Xu (ACL (Findings), 2023)

MarkBERT: Marking Word Boundaries Improves Chinese BERT. - Linyang Li; Yong Dai 001; Duyu Tang; Xipeng Qiu; Zelin Xu; Shuming Shi 001 (NLPCC (1), 2023)

Dynamic Mixture of Counter Network for Location-Agnostic Crowd Counting. - Mingjie Wang 002; Hao Cai 004; Yong Dai 001; Minglun Gong (WACV, 2023)

Everyone Deserves A Reward: Learning Customized Human Preferences. - Pengyu Cheng; Jiawen Xie; Ke Bai 001; Yong Dai 001; Nan Du (CoRR, 2023)

TencentLLMEval: A Hierarchical Evaluation of Real-World Capabilities for Human-Aligned LLMs. - Shuyi Xie; Wenlin Yao; Yong Dai 001; Shaobo Wang; Donlin Zhou; Lifeng Jin; Xinhua Feng; Pengzhi Wei; Yujie Lin; Zhichao Hu; Dong Yu 001; Zhengyou Zhang; et al. (CoRR, 2023)

On Diversified Preferences of Large Language Model Alignment. - Dun Zeng; Yong Dai 001; Pengyu Cheng; Tianhao Hu; Wanshun Chen; Nan Du; Zenglin Xu (CoRR, 2023)

Emage: Non-Autoregressive Text-to-Image Generation. - Zhangyin Feng; Runyi Hu; Liangxin Liu; Fan Zhang 092; Duyu Tang; Yong Dai 001; Xiaocheng Feng; Jiwei Li; Bing Qin 001; Shuming Shi 001 (CoRR, 2023)

Adversarial Preference Optimization: Enhancing Your Alignment via RM-LLM Game. - Pengyu Cheng; Yifan Yang; Jian Li; Yong Dai 001; Tianhao Hu; Peixin Cao; Nan Du; Xiaolong Li (ACL (Findings), 2024)

WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models. - Hongliang He; Wenlin Yao; Kaixin Ma; Wenhao Yu 002; Yong Dai 001; Hongming Zhang 009; Zhenzhong Lan; Dong Yu 001 (ACL (1), 2024)

Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers. - Jiawen Xie; Pengyu Cheng; Xiao Liang; Yong Dai 001; Nan Du (ACL (1), 2024)

On Diversified Preferences of Large Language Model Alignment. - Dun Zeng; Yong Dai 001; Pengyu Cheng; Longyue Wang; Tianhao Hu; Wanshun Chen; Nan Du; Zenglin Xu (EMNLP (Findings), 2024)

SkillNet-X: A Multilingual Multitask Model with Sparsely Activated Skills. - Zhangyin Feng; Yong Dai 001; Fan Zhang 092; Duyu Tang; Xiaocheng Feng; Shuangzhi Wu; Bing Qin 001; Yunbo Cao; Shuming Shi 001 (ICASSP, 2024)

Self-playing Adversarial Language Game Enhances LLM Reasoning. - Pengyu Cheng; Tianhao Hu; Han Xu; Zhisong Zhang; Yong Dai 001; Lei Han; Nan Du; Xiaolong Li (NeurIPS, 2024)

IDGen: Item Discrimination Induced Prompt Generation for LLM Evaluation. - Fan Lin; Shuyi Xie; Yong Dai 001; Wenlin Yao; Tianjiao Lang; Yu Zhang 004 (NeurIPS, 2024)

Enhancing Zero-shot Counting via Language-guided Exemplar Learning. - Mingjie Wang 002; Jun Zhou; Yong Dai 001; Eric Buys; Minglun Gong (CoRR, 2024)

Look Before You Leap: Towards Decision-Aware and Generalizable Tool-Usage for Large Language Models. - Anchun Gui; Jian Li; Yong Dai 001; Nan Du; Han Xiao (CoRR, 2024)

Self-playing Adversarial Language Game Enhances LLM Reasoning. - Pengyu Cheng; Tianhao Hu; Han Xu; Zhisong Zhang; Yong Dai 001; Lei Han; Nan Du (CoRR, 2024)

IDGen: Item Discrimination Induced Prompt Generation for LLM Evaluation. - Fan Lin; Shuyi Xie; Yong Dai 001; Wenlin Yao; Tianjiao Lang; Zishan Xu; Zhichao Hu; Xiao Xiao; Yuhong Liu; Yu Zhang 004 (CoRR, 2024)

TimeCNN: Refining Cross-Variable Interaction on Time Point for Time Series Forecasting. - Ao Hu; Dongkai Wang; Yong Dai 001; Shiyi Qi; Liangjian Wen; Jun Wang; Zhi Chen; Xun Zhou 001; Zenglin Xu; Jiang Duan (CoRR, 2024)

MME-Finance: A Multimodal Finance Benchmark for Expert-level Understanding and Reasoning. - Ziliang Gan; Yu Lu; Dong Zhang; Haohan Li; Che Liu; Jian Liu; Ji Liu; Haipang Wu; Chaoyou Fu; Zenglin Xu; Rongjunchen Zhang; Yong Dai 001 (CoRR, 2024)

ConceptPsy: A comprehensive benchmark suite for hierarchical psychological concept understanding in LLMs. - Junlei Zhang; Hongliang He; Lizhi Ma; Nirui Song; Shuyuan He; Shuai Zhang; Huachuan Qiu; Zhanchao Zhou; Anqi Li 002; Yong Dai 001; Renjun Xu; Zhenzhong Lan (Neurocomputing, 2025)

Nexus-O: An Omni-Perceptive And -Interactive Model for Language, Audio, And Vision. - Che Liu; Yingji Zhang; Dong Zhang; Weijie Zhang; Chenggong Gong; Haohan Li; Yu Lu; Shilin Zhou 002; Yue Lu; Ziliang Gan; Ziao Wang; Junwei Liao; et al. (CoRR, 2025)

Beyond Distillation: Pushing the Limits of Medical LLM Reasoning with Minimalist Rule-Based RL. - Che Liu; Haozhe Wang 002; Jiazhen Pan; Zhongwei Wan; Yong Dai 001; Fangzhen Lin; Wenjia Bai; Daniel Rueckert; Rossella Arcucci (CoRR, 2025)

Web-CogReasoner: Towards Knowledge-Induced Cognitive Reasoning for Web Agents. - Yuhan Guo; Cong Guo; Aiwen Sun; Hongliang He; Xinyu Yang; Yue Lu; Yingji Zhang; Xuntao Guo; Dong Zhang; Jianzhuang Liu; Jiang Duan; Yijia Xiao; et al. (CoRR, 2025)