Xingtai Lv
11 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+7 more ↓ Show less ↑
π Cross-Pollinator (12) π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (5) π Renaissance Researcher (5)
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π€
Dynamic Duo
(11)
β
The Questioner
β‘
Prolific Year
(6)
π
Trend Setter
π
Century Club
(11)
Conferences
ACL (4)
EMNLP (3)
ICML (2)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
large language model
(3)
language model
(2)
supervised fine-tuning
(2)
reinforcement learning from human feedback
(2)
preference optimization
(2)
parameter efficient fine-tuning
(2)
model compression
(2)
instruction tuning
(1)
knowledge transfer
(1)
transfer learning
(1)
efficient computing
(1)
model fusion
(1)
model adaptation
(1)
language model alignment
(1)
attention mechanism
(1)
proximal gradient
(1)
policy learning
(1)
scalable training
(1)
reward model
(1)
markov decision process
(1)
Papers
How to Synthesize Text Data without Model Collapse?
ICML 2025
Scalability of LLM-Based Multi-Agent Systems for Scientific Code Generation: A Preliminary Study
EMNLP 2025
Fourier Position Embedding: Enhancing Attentionβs Periodic Extension for Length Generalization
ICML 2025
Intuitive Fine-Tuning: Towards Simplifying Alignment into a Single Process
ACL 2025
Fusing Highly Specialized Language Models for Comprehensive Expertise
ACL 2025
OpenPRM: Building Open-domain Process-based Reward Models with Preference Trees
ICLR 2025
UltraMedical: Building Specialized Generalists in Biomedicine
NIPS 2024
Scalable Efficient Training of Large Language Models with Low-dimensional Projected Attention
EMNLP 2024
Sparse Low-rank Adaptation of Pre-trained Language Models
EMNLP 2023
OpenDelta: A Plug-and-play Library for Parameter-efficient Adaptation of Pre-trained Models
ACL 2023
Parameter-efficient Weight Ensembling Facilitates Task-level Knowledge Transfer
ACL 2023