Yingce Xia

SciCustom: A Framework for Custom Evaluation of Scientific Capabilities in Large Language Models ACL 2026 Retrosynthetic Planning with Dual Value Networks ICML 2023 De Novo Molecular Generation via Connection-aware Motif Mining ICLR 2023 $\mathcal{O}$-GNN: incorporating ring priors into molecular modeling ICLR 2023 Retrosynthesis Prediction with Local Template Retrieval AAAI 2023 BioT5: Enriching Cross-modal Integration in Biology with Chemical Knowledge and Natural Language Associations EMNLP 2023 FABind: Fast and Accurate Protein-Ligand Binding NIPS 2023 What are the Desired Characteristics of Calibration Sets? Identifying Correlates on Long Form Scientific Summarization ACL 2023 MolXPT: Wrapping Molecules with Text for Generative Pre-training ACL 2023 Target-Side Input Augmentation for Sequence to Sequence Generation ICLR 2022 DDG-DA: Data Distribution Generation for Predictable Concept Drift Adaptation AAAI 2022 Stylized Dialogue Generation with Multi-Pass Dual Learning NIPS 2021 Learning to Reweight with Deep Interactions AAAI 2021 mixSeq: A Simple Data Augmentation Methodfor Neural Machine Translation ACL 2021 IOT: Instance-wise Layer Reordering for Transformer Structures ICLR 2021 Temporally Correlated Task Scheduling for Sequence Learning ICML 2021 mixSeq: A Simple Data Augmentation Methodfor Neural Machine Translation IJCNLP 2021 UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost NAACL 2021 TuiGAN: Learning Versatile Image-to-Image Translation with Two Unpaired Images ECCV 2020 Transductive Ensemble Learning for Neural Machine Translation AAAI 2020 Sequence Generation with Mixed Representations ICML 2020 Dual Learning: Theoretical Study and an Algorithmic Extension ACML 2020 Incorporating BERT into Neural Machine Translation ICLR 2020 Tied Transformers: Neural Machine Translation with Shared Encoder and Decoder AAAI 2019 Multilingual Neural Machine Translation with Language Clustering EMNLP 2019 Exploiting Monolingual Data at Scale for Neural Machine Translation EMNLP 2019 Multi-Agent Dual Learning ICLR 2019 Exploiting Monolingual Data at Scale for Neural Machine Translation IJCNLP 2019 Neural Machine Translation with Soft Prototype NIPS 2019 Deliberation Learning for Image-to-Image Translation IJCAI 2019 Image-to-Image Translation with Multi-Path Consistency Regularization IJCAI 2019 Soft Contextual Data Augmentation for Neural Machine Translation ACL 2019 Depth Growing for Neural Machine Translation ACL 2019 Microsoft Research Asia’s Systems for WMT19 ACL 2019 Multilingual Neural Machine Translation with Language Clustering IJCNLP 2019 Adversarial Neural Machine Translation ACML 2018 Conditional Image-to-Image Translation CVPR 2018 Finite Sample Analysis of LSTD with Random Projections and Eligibility Traces IJCAI 2018 Learning to Teach with Dynamic Loss Functions NIPS 2018 Layer-Wise Coordination between Encoder and Decoder for Neural Machine Translation NIPS 2018 Model-Level Dual Learning ICML 2018 Decoding with Value Networks for Neural Machine Translation NIPS 2017 Dual Inference for Machine Learning IJCAI 2017 Deliberation Networks: Sequence Generation Beyond One-Pass Decoding NIPS 2017 Dual Supervised Learning ICML 2017 Budgeted Multi-Armed Bandits with Multiple Plays IJCAI 2016 Dual Learning for Machine Translation NIPS 2016 Efficient Algorithms with Performance Guarantees for the Stochastic Multiple-Choice Knapsack Problem IJCAI 2015 Thompson Sampling for Budgeted Multi-Armed Bandits IJCAI 2015 Budgeted Bandit Problems with Continuous Random Costs ACML 2015