Xiusi Chen
19 papers · 2024–2026 · 6 conferences · across top CS/AI conferences
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ACL (6)
EMNLP (5)
ICLR (3)
ICML (2)
NAACL (2)
EACL (1)
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Keywords
large language model
(9)
tool use
(3)
agent system
(2)
language model
(2)
reinforcement learning
(2)
puzzle solving
(1)
symbolic reasoning
(1)
semi-supervised learning
(1)
chain-of-thought reasoning
(1)
question answering
(1)
multimodal learning
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cross-modal learning
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multi-modal learning
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working memory
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decision making
(1)
strategic reasoning
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synthetic data generation
(1)
data augmentation
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ai safety
(1)
Papers
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
Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders
ACL 2026
Beyond Sample-Level Feedback: Using Reference-Level Feedback to Guide Data Synthesis
EACL 2026
SafeSwitch: Steering Unsafe LLM Behavior via Internal Activation Signals
EMNLP 2025
Profiling LLMβs Copyright Infringement Risks under Adversarial Persuasive Prompting
EMNLP 2025
DecisionFlow: Advancing Large Language Model as Principled Decision Maker
EMNLP 2025
Strategist: Self-improvement of LLM Decision Making via Bi-Level Tree Search
ICLR 2025
Self-Updatable Large Language Models by Integrating Context into Model Parameters
ICLR 2025
Large Scale Knowledge Washing
ICLR 2025
EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents
ACL 2025
SMART: Self-Aware Agent for Tool Overuse Mitigation
ACL 2025
ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges
EMNLP 2025
Semi-supervised Fine-tuning for Large Language Models
NAACL 2025
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery
EMNLP 2024
MEMORYLLM: Towards Self-Updatable Large Language Models
ICML 2024
Language Models as Semantic Indexers
ICML 2024
MinPrompt: Graph-based Minimal Prompt Data Augmentation for Few-shot Question Answering
ACL 2024
IterAlign: Iterative Constitutional Alignment of Large Language Models
NAACL 2024