← Authors

Yingce Xia

49 papers · 2015–2023 · 12 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (8) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (14) πŸ—ΊοΈ Taxonomy Completionist (71) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) 🌍 Conference Polyglot (12) πŸ”¬ Deep Specialist (17) πŸ† Grand Slam πŸ† Keyword Champion (2) 🀝 Dynamic Duo (43) πŸ‘‘ Triple Crown πŸ—ƒοΈ Keyword Collector (163) ❓ The Questioner ⚑ Prolific Year (6) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ’Ž Century Club (49) πŸ”₯ Unstoppable (9)

Conferences

NIPS (8) IJCAI (7) ACL (6) ICLR (6) AAAI (5) ICML (5) ACML (3) EMNLP (3) IJCNLP (3) CVPR (1) ECCV (1) NAACL (1)

Top co-authors

Tao Qin (43) Tie-yan Liu (33) Lijun Wu (24) Shufang Xie (15) Di He (9) Jinhua Zhu (9) Fei Tian (9) Nenghai Yu (8) Yiren Wang (7) Xu Tan (7)

Keywords

neural machine translation (20) machine translation (4) data augmentation (4) drug discovery (4) language model (3) sentiment analysis (3) dual learning (3) sequence generation (3) monolingual datum (3) back translation (3) knowledge distillation (3) reinforcement learning (3) neural network (3) online learning (2) molecular generation (2) encoder-decoder architecture (2) language embedding (2) value network (2) low-resource translation (2) image translation (2)

Papers

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
De Novo Molecular Generation via Connection-aware Motif Mining ICLR 2023
Retrosynthesis Prediction with Local Template Retrieval AAAI 2023
$\mathcal{O}$-GNN: incorporating ring priors into molecular modeling ICLR 2023
BioT5: Enriching Cross-modal Integration in Biology with Chemical Knowledge and Natural Language Associations EMNLP 2023
Retrosynthetic Planning with Dual Value Networks ICML 2023
FABind: Fast and Accurate Protein-Ligand Binding NIPS 2023
DDG-DA: Data Distribution Generation for Predictable Concept Drift Adaptation AAAI 2022
Target-Side Input Augmentation for Sequence to Sequence Generation ICLR 2022
Temporally Correlated Task Scheduling for Sequence Learning ICML 2021
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
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
Multi-Agent Dual Learning ICLR 2019
Multilingual Neural Machine Translation with Language Clustering IJCNLP 2019
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
Neural Machine Translation with Soft Prototype NIPS 2019
Exploiting Monolingual Data at Scale for Neural Machine Translation IJCNLP 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
Conditional Image-to-Image Translation CVPR 2018
Model-Level Dual Learning ICML 2018
Finite Sample Analysis of LSTD with Random Projections and Eligibility Traces IJCAI 2018
Adversarial Neural Machine Translation ACML 2018
Layer-Wise Coordination between Encoder and Decoder for Neural Machine Translation NIPS 2018
Learning to Teach with Dynamic Loss Functions NIPS 2018
Dual Supervised Learning ICML 2017
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 Learning for Machine Translation NIPS 2016
Budgeted Multi-Armed Bandits with Multiple Plays IJCAI 2016
Budgeted Bandit Problems with Continuous Random Costs ACML 2015
Thompson Sampling for Budgeted Multi-Armed Bandits IJCAI 2015
Efficient Algorithms with Performance Guarantees for the Stochastic Multiple-Choice Knapsack Problem IJCAI 2015