Shufang Xie
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
31
Venues
9
Active years
2015–2026
Best venue rank
A*
Where they publish
Papers
31 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | SciCustom: A Framework for Custom Evaluation of Scientific Capabilities in Large Language Models. | Yiyang Gu, Junwei Yang, Junyu Luo, Ye Yuan, Bin Feng, Yingce Xia, Shufang Xie, Kaili Liu, Bohan Wu, Qi Shi, Haoran Li, Beier Xiao, Zhiping Xiao, Xiao Luo, Weizhi Zhang, Philip S. Yu, Zequn Liu, Ming Zhang |
| 2026 | ACL | Data Pollination: An Emergent Ecological Process Driving AI Population Evolution. | Shufang Xie, Qizhi Pei, Ang Lv, Jingyang Hu, Lijun Wu, Rui Yan |
| 2025 | WSC | A Heuristic-Based Rolling Horizon Method for Dynamic and Stochastic Unrelated Parallel Machine Scheduling. | Shufang Xie, Tao Zhang, Oliver Rose |
| 2024 | ACL | BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning. | Qizhi Pei, Lijun Wu, Kaiyuan Gao, Xiaozhuan Liang, Yin Fang, Jinhua Zhu, Shufang Xie, Tao Qin, Rui Yan |
| 2024 | CIKM | Exploiting Pre-trained Models for Drug Target Affinity Prediction with Nearest Neighbors. | Qizhi Pei, Lijun Wu, Zhenyu He, Jinhua Zhu, Yingce Xia, Shufang Xie, Rui Yan |
| 2024 | EMNLP | An Analysis and Mitigation of the Reversal Curse. | Ang Lv, Kaiyi Zhang, Shufang Xie, Quan Tu, Yuhan Chen, Ji-Rong Wen, Rui Yan |
| 2024 | WSC | Mixed Energy and Production Scheduling in an Eco-Industrial Park. | Shufang Xie, Tao Zhang, Oliver Rose, Tobias Uhlig, Bjrn Vollack |
| 2023 | AAAI | Retrosynthesis Prediction with Local Template Retrieval. | Shufang Xie, Rui Yan, Junliang Guo, Yingce Xia, Lijun Wu, Tao Qin |
| 2023 | ACL | What are the Desired Characteristics of Calibration Sets? Identifying Correlates on Long Form Scientific Summarization. | Griffin Adams, Bichlien Nguyen, Jake Smith, Yingce Xia, Shufang Xie, Anna Ostropolets, Budhaditya Deb, Yuan-Jyue Chen, Tristan Naumann, Nomie Elhadad |
| 2023 | ACL | MolXPT: Wrapping Molecules with Text for Generative Pre-training. | Zequn Liu, Wei Zhang, Yingce Xia, Lijun Wu, Shufang Xie, Tao Qin, Ming Zhang, Tie-Yan Liu |
| 2023 | ACL | Envisioning Future from the Past: Hierarchical Duality Learning for Multi-Turn Dialogue Generation. | Ang Lv, Jinpeng Li, Shufang Xie, Rui Yan |
| 2023 | ACL | Extract and Attend: Improving Entity Translation in Neural Machine Translation. | Zixin Zeng, Rui Wang, Yichong Leng, Junliang Guo, Shufang Xie, Xu Tan, Tao Qin, Tie-Yan Liu |
| 2023 | ICLR | De Novo Molecular Generation via Connection-aware Motif Mining. | Zijie Geng, Shufang Xie, Yingce Xia, Lijun Wu, Tao Qin, Jie Wang, Yongdong Zhang, Feng Wu, Tie-Yan Liu |
| 2023 | ICLR | 𝒪-GNN: incorporating ring priors into molecular modeling. | Jinhua Zhu, Kehan Wu, Bohan Wang, Yingce Xia, Shufang Xie, Qi Meng, Lijun Wu, Tao Qin, Wengang Zhou, Houqiang Li, Tie-Yan Liu |
| 2023 | ICML | Retrosynthetic Planning with Dual Value Networks. | Guoqing Liu, Di Xue, Shufang Xie, Yingce Xia, Austin Tripp, Krzysztof Maziarz, Marwin H. S. Segler, Tao Qin, Zongzhang Zhang, Tie-Yan Liu |
| 2023 | KDD | Pre-training Antibody Language Models for Antigen-Specific Computational Antibody Design. | Kaiyuan Gao, Lijun Wu, Jinhua Zhu, Tianbo Peng, Yingce Xia, Liang He, Shufang Xie, Tao Qin, Haiguang Liu, Kun He, Tie-Yan Liu |
| 2023 | KDD | Dual-view Molecular Pre-training. | Jinhua Zhu, Yingce Xia, Lijun Wu, Shufang Xie, Wengang Zhou, Tao Qin, Houqiang Li, Tie-Yan Liu |
| 2022 | ICLR | Target-Side Input Augmentation for Sequence to Sequence Generation. | Shufang Xie, Ang Lv, Yingce Xia, Lijun Wu, Tao Qin, Tie-Yan Liu, Rui Yan |
| 2022 | KDD | RetroGraph: Retrosynthetic Planning with Graph Search. | Shufang Xie, Rui Yan, Peng Han, Yingce Xia, Lijun Wu, Chenjuan Guo, Bin Yang, Tao Qin |
| 2022 | KDD | Unified 2D and 3D Pre-Training of Molecular Representations. | Jinhua Zhu, Yingce Xia, Lijun Wu, Shufang Xie, Tao Qin, Wengang Zhou, Houqiang Li, Tie-Yan Liu |
| 2022 | NAACL | Building Multilingual Machine Translation Systems That Serve Arbitrary XY Translations. | Akiko Eriguchi, Shufang Xie, Tao Qin, Hany Hassan |
| 2022 | WSC | Real-Time Scheduling Based on Simulation and Deep Reinforcement Learning with Featured Action Space. | Shufang Xie, Tao Zhang, Oliver Rose |
| 2021 | AAAI | Learning to Reweight with Deep Interactions. | Yang Fan, Yingce Xia, Lijun Wu, Shufang Xie, Weiqing Liu, Jiang Bian, Tao Qin, Xiang-Yang Li |
| 2021 | ICLR | IOT: Instance-wise Layer Reordering for Transformer Structures. | Jinhua Zhu, Lijun Wu, Yingce Xia, Shufang Xie, Tao Qin, Wengang Zhou, Houqiang Li, Tie-Yan Liu |
| 2021 | ICML | Temporally Correlated Task Scheduling for Sequence Learning. | Xueqing Wu, Lewen Wang, Yingce Xia, Weiqing Liu, Lijun Wu, Shufang Xie, Tao Qin, Tie-Yan Liu |
| 2021 | NAACL | UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost. | Zhen Wu, Lijun Wu, Qi Meng, Yingce Xia, Shufang Xie, Tao Qin, Xinyu Dai, Tie-Yan Liu |
| 2020 | ICML | Sequence Generation with Mixed Representations. | Lijun Wu, Shufang Xie, Yingce Xia, Yang Fan, Jian-Huang Lai, Tao Qin, Tie-Yan Liu |
| 2019 | WSC | Nested-Simulation-Based Approach for Real-Time Dispatching in Job Shops. | Shufang Xie, Tao Zhang, Oliver Rose |
| 2018 | WSC | Real-Time batching in Job shops based on simulation and Reinforcement Learning. | Tao Zhang, Shufang Xie, Oliver Rose |
| 2017 | WSC | Real-time job shop scheduling based on simulation and Markov decision processes. | Tao Zhang, Shufang Xie, Oliver Rose |
| 2015 | WSC | Flexible job-shop scheduling with overlapping machine sets. | Tao Zhang, Shufang Xie, Oliver Rose |