Xiusi Chen
19 papers · 2024–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (37) 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (92)
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Prolific Year · Prolific
💎
Century Club · Bronze
Top co-authors
Research topics
Artificial Intelligence
(17)
Core AI
(16)
Machine Learning
(9)
Natural Language Processing
(6)
Learning Types · Machine Learning
(5)
Application Areas
(4)
Resources & Methods
(4)
Deep Learning
(3)
Applications · Natural Language Processing
(2)
Learning Types · Deep Learning
(2)
Data Science & Analytics
(1)
Applications · Data Science & Analytics
(1)
Core Methods
(1)
Learning Paradigms
(1)
Models
(1)
Keywords
large language model
(12)
tool use
(3)
language model
(3)
question answering
(2)
agent system
(2)
decision making
(2)
parameter update
(2)
reinforcement learning
(2)
multi-agent system
(2)
symbolic reasoning
(1)
data augmentation
(1)
benchmark evaluation
(1)
chain-of-thought reasoning
(1)
multimodal learning
(1)
knowledge distillation
(1)
self-supervised learning
(1)
few-shot learning
(1)
working memory
(1)
question generation
(1)
transformer
(1)
Papers
Beyond Sample-Level Feedback: Using Reference-Level Feedback to Guide Data Synthesis
EACL 2026
Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders
ACL 2026
Current Agents Fail to Leverage World Model as Tool for Foresight
ACL 2026
PEARL: Self-Evolving Assistant for Time Management with Reinforcement Learning
ACL 2026
DecisionFlow: Advancing Large Language Model as Principled Decision Maker
EMNLP 2025
EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents
ACL 2025
Large Scale Knowledge Washing
ICLR 2025
ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges
EMNLP 2025
Profiling LLM’s Copyright Infringement Risks under Adversarial Persuasive Prompting
EMNLP 2025
SafeSwitch: Steering Unsafe LLM Behavior via Internal Activation Signals
EMNLP 2025
Self-Updatable Large Language Models by Integrating Context into Model Parameters
ICLR 2025
Semi-supervised Fine-tuning for Large Language Models
NAACL 2025
SMART: Self-Aware Agent for Tool Overuse Mitigation
ACL 2025
Strategist: Self-improvement of LLM Decision Making via Bi-Level Tree Search
ICLR 2025
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery
EMNLP 2024
IterAlign: Iterative Constitutional Alignment of Large Language Models
NAACL 2024
Language Models as Semantic Indexers
ICML 2024
MEMORYLLM: Towards Self-Updatable Large Language Models
ICML 2024
MinPrompt: Graph-based Minimal Prompt Data Augmentation for Few-shot Question Answering
ACL 2024