Zaixiang Zheng
24 papers · 2017–2025 · 9 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Academic Marathon (8) π Renaissance Researcher (5) π Conference Polyglot (9) πΊοΈ Taxonomy Completionist (25)
πΊοΈ
Taxonomy Completionist
(25)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π€
Dynamic Duo
(13)
π
Grand Slam
π§¬
Topic Evolution
β‘
Prolific Year
(5)
ποΈ
Keyword Collector
(65)
π
Century Club
(24)
π₯
Unstoppable
(7)
Conferences
ICML (5)
ACL (4)
EMNLP (4)
ICLR (3)
IJCNLP (3)
NIPS (2)
AAAI (1)
AACL (1)
IJCAI (1)
Top co-authors
Keywords
neural machine translation
(8)
non-autoregressive translation
(3)
information theory
(2)
token vocabulary
(2)
optimal transport
(2)
machine translation
(2)
vocabulary learning
(2)
parallel decoding
(2)
capsule network
(2)
representation learning
(2)
implicit differentiation
(1)
protein design
(1)
dynamic routing
(1)
conditional independence
(1)
embedding space
(1)
adversarial training
(1)
recurrent neural network
(1)
parallel corpus
(1)
multi-task learning
(1)
sequence-to-sequence learning
(1)
Papers
Designing Cyclic Peptides via Harmonic SDE with Atom-Bond Modeling
ICML 2025
DPLM-2: A Multimodal Diffusion Protein Language Model
ICLR 2025
ProteinBench: A Holistic Evaluation of Protein Foundation Models
ICLR 2025
An All-Atom Generative Model for Designing Protein Complexes
ICML 2025
Elucidating the Design Space of Multimodal Protein Language Models
ICML 2025
Diffusion Language Models Are Versatile Protein Learners
ICML 2024
Antigen-Specific Antibody Design via Direct Energy-based Preference Optimization
NIPS 2024
Deep Equilibrium Non-Autoregressive Sequence Learning
ACL 2023
Multilingual Non-Autoregressive Machine Translation without Knowledge Distillation
IJCNLP 2023
Structure-informed Language Models Are Protein Designers
ICML 2023
Multilingual Non-Autoregressive Machine Translation without Knowledge Distillation
AACL 2023
Helping the Weak Makes You Strong: Simple Multi-Task Learning Improves Non-Autoregressive Translators
EMNLP 2022
Duplex Sequence-to-Sequence Learning for Reversible Machine Translation
NIPS 2021
DirectQE: Direct Pretraining for Machine Translation Quality Estimation
AAAI 2021
Vocabulary Learning via Optimal Transport for Neural Machine Translation
ACL 2021
The Volctrans GLAT System: Non-autoregressive Translation Meets WMT21
EMNLP 2021
Vocabulary Learning via Optimal Transport for Neural Machine Translation
IJCNLP 2021
Towards Making the Most of Context in Neural Machine Translation
IJCAI 2020
RPD: A Distance Function Between Word Embeddings
ACL 2020
Mirror-Generative Neural Machine Translation
ICLR 2020
Dynamic Past and Future for Neural Machine Translation
EMNLP 2019
Dynamic Past and Future for Neural Machine Translation
IJCNLP 2019
Learning Representation Mapping for Relation Detection in Knowledge Base Question Answering
ACL 2019
Neural Machine Translation with Word Predictions
EMNLP 2017