Menghai Pan
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
17
Venues
9
Active years
2017–2026
Best venue rank
A*
Where they publish
Papers
17 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | Feedback to Reasoning: LLM-Assisted Molecular Optimization with Domain Feedback and Historical Reasoning. | Wenhan Gao, Xiran Fan, Chin-Chia Michael Yeh, Jiarui Sun, Yuzhong Chen, Menghai Pan, Mahashweta Das, Yi Liu |
| 2026 | ACL | SARA: Selective and Adaptive Retrieval-augmented Generation with Context Compression. | Yiqiao Jin, Kartik Sharma, Vineeth Rakesh, Yingtong Dou, Menghai Pan, Mahashweta Das, Srijan Kumar |
| 2026 | ACL | Demystify the Role of Memory in Machine Learning Engineering Agents. | Xinyu Zhao, Junpeng Wang, Yuzhong Chen, Menghai Pan, Chin-Chia Michael Yeh, Jiarui Sun, Yan Zheng, Mahashweta Das, Tianlong Chen |
| 2026 | KDD | TREASURE: A Transformer-Based Foundation Model for High-Volume Transaction Understanding. | Chin-Chia Michael Yeh, Uday Singh Saini, Xin Dai, Xiran Fan, Shubham Jain, Yujie Fan, Jiarui Sun, Junpeng Wang, Menghai Pan, Yingtong Dou, Yuzhong Chen, Vineeth Rakesh, Liang Wang, Yan Zheng, Mahashweta Das |
| 2025 | ACL | MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation. | Chia-Yuan Chang, Zhimeng Jiang, Vineeth Rakesh, Menghai Pan, Chin-Chia Michael Yeh, Guanchu Wang, Mingzhi Hu, Zhichao Xu, Yan Zheng, Mahashweta Das, Na Zou |
| 2025 | CIKM | Fine-Grained Graph Rationalization. | Zhe Xu, Menghai Pan, Yuzhong Chen, Huiyuan Chen, Yuchen Yan, Mahashweta Das, Hanghang Tong |
| 2025 | EMNLP | Enhancing Foundation Models in Transaction Understanding with LLM-based Sentence Embeddings. | Xiran Fan, Zhimeng Jiang, Chin-Chia Michael Yeh, Yuzhong Chen, Yingtong Dou, Menghai Pan, Yan Zheng |
| 2024 | CIKM | Graph Anomaly Detection with Adaptive Node Mixup. | Qinghai Zhou, Yuzhong Chen, Zhe Xu, Yuhang Wu, Menghai Pan, Mahashweta Das, Hao Yang, Hanghang Tong |
| 2024 | WWW | PaCEr: Network Embedding From Positional to Structural. | Yuchen Yan, Yongyi Hu, Qinghai Zhou, Lihui Liu, Zhichen Zeng, Yuzhong Chen, Menghai Pan, Huiyuan Chen, Mahashweta Das, Hanghang Tong |
| 2023 | IJCAI | Probabilistic Masked Attention Networks for Explainable Sequential Recommendation. | Huiyuan Chen, Kaixiong Zhou, Zhimeng Jiang, Chin-Chia Michael Yeh, Xiaoting Li, Menghai Pan, Yan Zheng, Xia Hu, Hao Yang |
| 2023 | KDD | Kernel Ridge Regression-Based Graph Dataset Distillation. | Zhe Xu, Yuzhong Chen, Menghai Pan, Huiyuan Chen, Mahashweta Das, Hao Yang, Hanghang Tong |
| 2023 | KDD | Node Classification Beyond Homophily: Towards a General Solution. | Zhe Xu, Yuzhong Chen, Qinghai Zhou, Yuhang Wu, Menghai Pan, Hao Yang, Hanghang Tong |
| 2022 | RecSys | Denoising Self-Attentive Sequential Recommendation. | Huiyuan Chen, Yusan Lin, Menghai Pan, Lan Wang, Chin-Chia Michael Yeh, Xiaoting Li, Yan Zheng, Fei Wang, Hao Yang |
| 2020 | KDD | xGAIL: Explainable Generative Adversarial Imitation Learning for Explainable Human Decision Analysis. | Menghai Pan, Weixiao Huang, Yanhua Li, Xun Zhou, Jun Luo |
| 2020 | KDD | ST-SiameseNet: Spatio-Temporal Siamese Networks for Human Mobility Signature Identification. | Huimin Ren, Menghai Pan, Yanhua Li, Xun Zhou, Jun Luo |
| 2019 | SDM | Dissecting the Learning Curve of Taxi Drivers: A Data-Driven Approach. | Menghai Pan, Yanhua Li, Xun Zhou, Zhenming Liu, Rui Song, Hui Lu, Jun Luo |
| 2017 | INFOCOM | Modeling urban trip demands in cloud-commuting system: A holistic approach. | Guanxiong Liu, Menghai Pan, Yanhua Li, Zhi-Li Zhang, Jun Luo |