Xinbei Ma
10 papers · 2022–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (28) 🐣 Hot Topic Early Bird 💎 Century Club · Bronze
🗃️
Keyword Collector
(55)
Venues
Top co-authors
Research topics
Artificial Intelligence
(8)
Core AI
(8)
Natural Language Processing
(6)
Deep Learning
(4)
Machine Learning
(4)
Resources & Methods
(4)
Learning Types · Deep Learning
(3)
Optimization & Theory
(3)
Generation
(2)
Models
(2)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Keywords
large language model
(4)
action prediction
(2)
llm agent
(2)
graphical user interface
(2)
multimodal learning
(2)
autonomous agent
(2)
graphical user interface automation
(2)
model editing
(2)
multimodal large language model
(2)
language model
(1)
backdoor attack
(1)
parameter prediction
(1)
preference optimization
(1)
knowledge distillation
(1)
singular value decomposition
(1)
information retrieval
(1)
pre-trained language model
(1)
continual pre-training
(1)
retrieval-augmented generation
(1)
model scaling
(1)
Papers
Caution for the Environment: Multimodal LLM Agents are Susceptible to Environmental Distractions
ACL 2025
LESA: Learnable LLM Layer Scaling-Up
ACL 2025
MEGen: Generative Backdoor into Large Language Models via Model Editing
ACL 2025
PGPO: Enhancing Agent Reasoning via Pseudocode-style Planning Guided Preference Optimization
ACL 2025
CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI Automation
ACL 2024
Dynamic Planning for LLM-based Graphical User Interface Automation
EMNLP 2024
On the Robustness of Editing Large Language Models
EMNLP 2024
PROM: A Phrase-level Copying Mechanism with Pre-training for Abstractive Summarization
COLING 2024
Query Rewriting in Retrieval-Augmented Large Language Models
EMNLP 2023
Structural Characterization for Dialogue Disentanglement
ACL 2022