Xingyuan Pan

7 papers · 2016–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🏃 Academic Marathon (9) 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (5) 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird

Conferences

ACL (3) ICML (3) EMNLP (1)

Top co-authors

Vivek Srikumar (3) Hanning Zhang (2) Rui Pan (2) Tong Zhang (2) Zhicheng Liu (1) Shanbo Cheng (1) Luyang Huang (1) Yifan Hao (1) Minrui Xu (1) Jun Cao (1)

Keywords

transformer architecture (1) imitation learning (1) structured prediction (1) natural language processing (1) machine translation (1) data augmentation (1) relation extraction (1) multilingual translation (1) neural machine translation (1) parallel corpus (1) heuristic search (1) multilingual machine translation (1) structured output prediction (1) domain knowledge (1) bilevel optimization (1) linear constraint (1) decision boundary (1) data selection (1) influence function (1) two-layer network (1)

Papers

Understanding Overadaptation in Supervised Fine-Tuning: The Role of Ensemble Methods ICML 2025

ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting ACL 2025

G-DIG: Towards Gradient-based DIverse and hiGh-quality Instruction Data Selection for Machine Translation ACL 2024

The VolcTrans System for WMT22 Multilingual Machine Translation Task EMNLP 2022

Learning Constraints for Structured Prediction Using Rectifier Networks ACL 2020

Learning to Speed Up Structured Output Prediction ICML 2018

Expressiveness of Rectifier Networks ICML 2016