| 2026 | EACL | VietMix: A Naturally-Occurring Parallel Corpus and Augmentation Framework for Vietnamese-English Code-Mixed Machine Translation. | Hieu Tran, Phuong-Anh Nguyen-Le, Huy Nghiem, Quang-Nhan Nguyen, Wei Ai, Marine Carpuat |
| 2026 | EACL | Skill Discovery for Software Scripting Automation via Offline Simulations with LLMs. | Paiheng Xu, Gang Wu, Xiang Chen, Tong Yu, Chang Xiao, Franck Dernoncourt, Tianyi Zhou, Wei Ai, Viswanathan (Vishy) Swaminathan |
| 2025 | AAAI | Revisiting Multimodal Emotion Recognition in Conversation from the Perspective of Graph Spectrum. | Wei Ai, Fuchen Zhang, Yuntao Shou, Tao Meng, Haowen Chen, Keqin Li |
| 2025 | CBMI | A Survey of Information Disorder on Video-Sharing Platforms. | Meiyu Li, Wei Ai, Naeemul Hassan |
| 2025 | COLING | Dynamic Graph Neural ODE Network for Multi-modal Emotion Recognition in Conversation. | Yuntao Shou, Tao Meng, Wei Ai, Keqin Li |
| 2025 | EMNLP | DISCO Balances the Scales: Adaptive Domain- and Difficulty-Aware Reinforcement Learning on Imbalanced Data. | Yuhang Zhou, Jing Zhu, Shengyi Qian, Zhuokai Zhao, Xiyao Wang, Xiaoyu Liu, Ming Li, Paiheng Xu, Wei Ai, Furong Huang |
| 2025 | IJCAI | GSDNet: Revisiting Incomplete Multimodality-Diffusion Emotion Recognition from the Perspective of Graph Spectrum. | Yuntao Shou, Jun Yao, Tao Meng, Wei Ai, Cen Chen, Keqin Li |
| 2025 | ICWSM | Emojis Decoded: Leveraging ChatGPT for Enhanced Understanding in Social Media Communications. | Yuhang Zhou, Paiheng Xu, Xiyao Wang, Xuan Lu, Ge Gao, Wei Ai |
| 2025 | NAACL | Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey. | Xiaoyu Liu, Paiheng Xu, Junda Wu, Jiaxin Yuan, Yifan Yang, Yuhang Zhou, Fuxiao Liu, Tianrui Guan, Haoliang Wang, Tong Yu, Julian J. McAuley, Wei Ai, Furong Huang |
| 2025 | NAACL | MergeME: Model Merging Techniques for Homogeneous and Heterogeneous MoEs. | Yuhang Zhou, Giannis Karamanolakis, Victor Soto, Anna Rumshisky, Mayank Kulkarni, Furong Huang, Wei Ai, Jianhua Lu |
| 2025 | SIGIR | CSRec: Rethinking Sequential Recommendation from A Causal Perspective. | Xiaoyu Liu, Jiaxin Yuan, Yuhang Zhou, Jingling Li, Furong Huang, Wei Ai |
| 2024 | ACL | Teaching-Assistant-in-the-Loop: Improving Knowledge Distillation from Imperfect Teacher Models in Low-Budget Scenarios. | Yuhang Zhou, Wei Ai |
| 2024 | ACL | Explore Spurious Correlations at the Concept Level in Language Models for Text Classification. | Yuhang Zhou, Paiheng Xu, Xiaoyu Liu, Bang An, Wei Ai, Furong Huang |
| 2024 | AIES | Kid-Whisper: Towards Bridging the Performance Gap in Automatic Speech Recognition for Children VS. Adults. | Ahmed Adel Attia, Jing Liu, Wei Ai, Dorottya Demszky, Carol Y. Espy-Wilson |
| 2024 | EMNLP | Multi-Stage Balanced Distillation: Addressing Long-Tail Challenges in Sequence-Level Knowledge Distillation. | Yuhang Zhou, Jing Zhu, Paiheng Xu, Xiaoyu Liu, Xiyao Wang, Danai Koutra, Wei Ai, Furong Huang |
| 2024 | HPCC | SSD-GNN: Fraud Detection based on Spectral and Spatial Dual Graph Neural Networks. | Boyi He, Jianzhe Zhao, Xuan Wang, Wei Ai, Tao Meng |
| 2024 | ICWSM | Emoji Promotes Developer Participation and Issue Resolution on GitHub. | Yuhang Zhou, Xuan Lu, Ge Gao, Qiaozhu Mei, Wei Ai |
| 2024 | NAACL | The Promises and Pitfalls of Using Language Models to Measure Instruction Quality in Education. | Paiheng Xu, Jing Liu, Nathan Jones, Julie Cohen, Wei Ai |
| 2024 | WSDM | Pitfalls in Link Prediction with Graph Neural Networks: Understanding the Impact of Target-link Inclusion & Better Practices. | Jing Zhu, Yuhang Zhou, Vassilis N. Ioannidis, Shengyi Qian, Wei Ai, Xiang Song, Danai Koutra |
| 2023 | ICPADS | An Effective Index for Truss-based Community Search on Large Directed Graphs. | Wei Ai, CanHao Xie, Tao Meng, Yinghao Wu, Keqin Li |
| 2023 | ICPADS | A Two-Stage Multimodal Emotion Recognition Model Based on Graph Contrastive Learning. | Wei Ai, Fuchen Zhang, Tao Meng, Yuntao Shou, Hongen Shao, Keqin Li |
| 2023 | ICPADS | Fast Butterfly-Core Community Search For Large Labeled Graphs. | Jiayi Du, Yinghao Wu, Wei Ai, Tao Meng, CanHao Xie, Keqin Li |
| 2023 | ICPADS | GraphUnet: Graph Make Strong Encoders for Remote Sensing Segmentation. | Yuntao Shou, Wei Ai, Tao Meng, Fuchen Zhang, Keqin Li |
| 2023 | ICWSM | Team Resilience under Shock: An Empirical Analysis of GitHub Repositories during Early COVID-19 Pandemic. | Xuan Lu, Wei Ai, Yixin Wang, Qiaozhu Mei |
| 2022 | HPCC | Entity Alignment Based on Latent Structural Information Mining Graph Convolutional Networks. | Jiayi Du, Yulu Liu, Wei Ai, Hongen Shao, Tao Meng |
| 2022 | ICWSM | #Emoji: A Study on the Association between Emojis and Hashtags on Twitter. | Yuhang Zhou, Wei Ai |
| 2020 | KDD | Predicting Individual Treatment Effects of Large-scale Team Competitions in a Ride-sharing Economy. | Teng Ye, Wei Ai, Lingyu Zhang, Ning Luo, Lulu Zhang, Jieping Ye, Qiaozhu Mei |
| 2019 | CIKM | Recommendation-based Team Formation for On-demand Taxi-calling Platforms. | Lingyu Zhang, Tianshu Song, Yongxin Tong, Zimu Zhou, Dan Li, Wei Ai, Lulu Zhang, Guobin Wu, Yan Liu, Jieping Ye |
| 2019 | HPCC | Dynamic Multi-Objective Optimization Model for Forest Spatial Structure with Environmental Detection Mechanism. | Peng Chi, Kaiwen Zhu, Jianjun Li, Wei Ai, Jing Huang, Dongsheng Qing |
| 2018 | WWW | Through a Gender Lens: Learning Usage Patterns of Emojis from Large-Scale Android Users. | Zhenpeng Chen, Xuan Lu, Wei Ai, Huoran Li, Qiaozhu Mei, Xuanzhe Liu |
| 2018 | SIGIR | SIGIR 2018 Workshop on Intelligent Transportation Informatics. | Yan Liu, Zhenhui Li, Wei Ai, Lingyu Zhang |
| 2018 | SIGIR | Taxi or Hitchhiking: Predicting Passenger's Preferred Service on Ride Sharing Platforms. | Lingyu Zhang, Wei Ai, Chuan Yuan, Yuhui Zhang, Jieping Ye |
| 2017 | ICDCS | DHCRF: A Distributed Conditional Random Field Algorithm on a Heterogeneous CPU-GPU Cluster for Big Data. | Wei Ai, Kenli Li, Cen Chen, Jiwu Peng, Keqin Li |
| 2017 | ICWSM | Untangling Emoji Popularity Through Semantic Embeddings. | Wei Ai, Xuan Lu, Xuanzhe Liu, Ning Wang, Gang Huang, Qiaozhu Mei |
| 2016 | ICNC | Parallelizing hot topic detection of microblog on spark. | Wei Ai, Dapu Li |
| 2016 | ICNC | A efficient algorithm for molecular dynamics simulation on hybrid CPU-GPU computing platforms. | Dapu Li, Wei Ai, Yu Ye, Jie Liang |
| 2016 | WWW | Voting with Their Feet: Inferring User Preferences from App Management Activities. | Huoran Li, Wei Ai, Xuanzhe Liu, Jian Tang, Gang Huang, Feng Feng, Qiaozhu Mei |
| 2015 | WWW | A Descriptive Analysis of a Large-Scale Collection of App Management Activities. | Huoran Li, Xuanzhe Liu, Wei Ai, Qiaozhu Mei, Feng Feng |