Stance Detection with Stance-Wise Convolution Network. - Dechuan Yang; Qiyu Wu 001; Wei Chen 021; Tengjiao Wang 003; Zhen Qiu; Di Liu; Yingbao Cui (NLPCC (1), 2020)

Taking Notes on the Fly Helps BERT Pre-training. - Qiyu Wu 001; Chen Xing; Yatao Li; Guolin Ke; Di He 001; Tie-Yan Liu (CoRR, 2020)

Community-Aware Multi-Task Transportation Demand Prediction. - Hao Liu 026; Qiyu Wu 001; Fuzhen Zhuang; Xinjiang Lu; Dejing Dou; Hui Xiong 001 (AAAI, 2021)

Taking Notes on the Fly Helps Language Pre-Training. - Qiyu Wu 001; Chen Xing; Yatao Li; Guolin Ke; Di He 001; Tie-Yan Liu (ICLR, 2021)

PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings. - Qiyu Wu 001; Chongyang Tao; Tao Shen 001; Can Xu; Xiubo Geng; Daxin Jiang (EMNLP, 2022)

Stable Contrastive Learning for Self-Supervised Sentence Embeddings With Pseudo-Siamese Mutual Learning. - Yutao Xie; Qiyu Wu 001; Wei Chen 056; Tengjiao Wang 003 (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

WSPAlign: Word Alignment Pre-training via Large-Scale Weakly Supervised Span Prediction. - Qiyu Wu 001; Masaaki Nagata; Yoshimasa Tsuruoka (ACL (1), 2023)

Towards reporting bias in visual-language datasets: bimodal augmentation by decoupling object-attribute association. - Qiyu Wu 001; Mengjie Zhao; Yutong He; Lang Huang 001; Junya Ono; Hiromi Wakaki; Yuki Mitsufuji (CoRR, 2023)

Blocker and Matcher Can Mutually Benefit: A Co-Learning Framework for Low-Resource Entity Resolution. - Shiwen Wu; Qiyu Wu 001; Honghua Dong; Wen Hua; Xiaofang Zhou (Proc. VLDB Endow., 2023)

Leveraging Multi-lingual Positive Instances in Contrastive Learning to Improve Sentence Embedding. - Kaiyan Zhao; Qiyu Wu 001; Xin-Qiang Cai; Yoshimasa Tsuruoka (EACL (1), 2024)

Word Alignment as Preference for Machine Translation. - Qiyu Wu 001; Masaaki Nagata; Zhongtao Miao; Yoshimasa Tsuruoka (EMNLP, 2024)

Unified Generation, Reconstruction, and Representation: Generalized Diffusion with Adaptive Latent Encoding-Decoding. - Guangyi Liu 005; Yu Wang 170; Zeyu Feng; Qiyu Wu 001; Liping Tang; Yuan Gao; Zhen Li 026; Shuguang Cui; Julian J. McAuley; Zichao Yang; Eric P. Xing; Zhiting Hu (ICML, 2024)

Enhancing Cross-lingual Sentence Embedding for Low-resource Languages with Word Alignment. - Zhongtao Miao; Qiyu Wu 001; Kaiyan Zhao; Zilong Wu; Yoshimasa Tsuruoka (NAACL-HLT (Findings), 2024)

Reinforcement Learning from Bagged Reward: A Transformer-based Approach for Instance-Level Reward Redistribution. - Yuting Tang; Xin-Qiang Cai; Yao-Xiang Ding 001; Qiyu Wu 001; Guoqing Liu; Masashi Sugiyama (CoRR, 2024)

Generating, Reconstructing, and Representing Discrete and Continuous Data: Generalized Diffusion with Learnable Encoding-Decoding. - Guangyi Liu 005; Yu Wang 170; Zeyu Feng; Qiyu Wu 001; Liping Tang; Yuan Gao; Zhen Li 026; Shuguang Cui; Julian J. McAuley; Eric P. Xing; Zichao Yang; Zhiting Hu (CoRR, 2024)

Beyond Simple Sum of Delayed Rewards: Non-Markovian Reward Modeling for Reinforcement Learning. - Yuting Tang; Xin-Qiang Cai; Jing-Cheng Pang; Qiyu Wu 001; Yao-Xiang Ding 001; Masashi Sugiyama (CoRR, 2024)

Improving Word Alignment Using Semi-Supervised Learning. - Zhongtao Miao; Qiyu Wu 001; Masaaki Nagata; Yoshimasa Tsuruoka (ACL (Findings), 2025)

LatentPS: Image Editing Using Latent Representations in Diffusion Models. - Zilong Wu; Hideki Murata; Nayu Takahashi; Qiyu Wu 001; Yoshimasa Tsuruoka (WACV (Workshops), 2025)

Reinforcement Learning from Bagged Reward. - Yuting Tang; Xin-Qiang Cai; Yao-Xiang Ding 001; Qiyu Wu 001; Guoqing Liu; Masashi Sugiyama (Trans. Mach. Learn. Res., 2025)

DeepResonance: Enhancing Multimodal Music Understanding via Music-centric Multi-way Instruction Tuning. - Zhuoyuan Mao; Mengjie Zhao; Qiyu Wu 001; Hiromi Wakaki; Yuki Mitsufuji (CoRR, 2025)

Joint Fusion and Encoding: Advancing Multimodal Retrieval from the Ground Up. - Lang Huang 001; Qiyu Wu 001; Zhongtao Miao; Toshihiko Yamasaki (CoRR, 2025)

Cross-Modal Learning for Music-to-Music-Video Description Generation. - Zhuoyuan Mao; Mengjie Zhao; Qiyu Wu 001; Zhi Zhong; Wei-Hsiang Liao 001; Hiromi Wakaki; Yuki Mitsufuji (CoRR, 2025)