| 2026 | SIGIR | Rethinking Semantic-Collaborative Integration: Why Alignment Is Not Enough. | Maolin Wang, Dongze Wu, Jianing Zhou, Hongyu Chen, Beining Bao, Yu Jiang, Chenbin Zhang, Chang Wang, Jian Liu, Lei Sha |
| 2024 | ACL | Non-compositional Expression Generation and its Continual Learning. | Jianing Zhou, Suma Bhat |
| 2024 | ACL | CLASP: Cross-modal Alignment Using Pre-trained Unimodal Models. | Jianing Zhou, Ziheng Zeng, Hongyu Gong, Suma Bhat |
| 2023 | ACL | CLCL: Non-compositional Expression Detection with Contrastive Learning and Curriculum Learning. | Jianing Zhou, Ziheng Zeng, Suma Bhat |
| 2023 | EMNLP | IEKG: A Commonsense Knowledge Graph for Idiomatic Expressions. | Ziheng Zeng, Kellen Tan Cheng, Srihari Venkat Nanniyur, Jianing Zhou, Suma Bhat |
| 2023 | EMNLP | Non-compositional Expression Generation Based on Curriculum Learning and Continual Learning. | Jianing Zhou, Ziheng Zeng, Hongyu Gong, Suma Bhat |
| 2022 | AAAI | Idiomatic Expression Paraphrasing without Strong Supervision. | Jianing Zhou, Ziheng Zeng, Hongyu Gong, Suma Bhat |
| 2021 | EMNLP | Paraphrase Generation: A Survey of the State of the Art. | Jianing Zhou, Suma Bhat |
| 2021 | LAK | Modeling Consistency Using Engagement Patterns in Online Courses. | Jianing Zhou, Suma Bhat |
| 2019 | ACL | Multiple Character Embeddings for Chinese Word Segmentation. | Jianing Zhou, Jingkang Wang, Gongshen Liu |
| 2019 | IJCNN | From Content Text Encoding Perspective: A Hybrid Deep Matrix Factorization Approach for Recommender System. | Jianing Zhou, Junhao Wen, Shun Li, Wei Zhou |