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Yanghua Xiao

Papers
32

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32papers

Authored papers

32

GenericAgent: A Token-Efficient Self-Evolving LLM Agent via Contextual Information Density Maximization (V1.0)

arXiv 2026

2026

DIVE: Scaling Diversity in Agentic Task Synthesis for Generalizable Tool Use

arXiv 2026

2026

SEIF: Self-Evolving Reinforcement Learning for Instruction Following

arXiv 2026

2026

BookWorld: From Novels to Interactive Agent Societies for Creative Story Generation

arXiv 2025

2025

ARM: Adaptive Reasoning Model

arXiv 2025

2025

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following

arXiv 2025

2025

ARIA: Training Language Agents with Intention-Driven Reward Aggregation

arXiv 2025

2025

Reward Shaping to Mitigate Reward Hacking in RLHF

arXiv 2025

2025

AdaptiveLog: An Adaptive Log Analysis Framework with the Collaboration of Large and Small Language Model

arXiv 2025

2025

MCiteBench: A Multimodal Benchmark for Generating Text with Citations

arXiv 2025

2025

ToReMi: Topic-Aware Data Reweighting for Dynamic Pre-Training Data Selection

arXiv 2025

2025

A Stitch in Time Saves Nine: Proactive Self-Refinement for Language Models

arXiv 2025

2025

Mind the Generation Process: Fine-Grained Confidence Estimation During LLM Generation

arXiv 2025

2025

Order Matters: Investigate the Position Bias in Multi-constraint Instruction Following

arXiv 2025

2025

Step-by-Step Mastery: Enhancing Soft Constraint Following Ability of Large Language Models

arXiv 2025

2025

CoSER: Coordinating LLM-Based Persona Simulation of Established Roles

arXiv 2025

2025

TravelPlanner: A Benchmark for Real-World Planning with Language Agents

arXiv 2024

2024

AutoScraper: A Progressive Understanding Web Agent for Web Scraper Generation

arXiv 2024

2024

ESC-Eval: Evaluating Emotion Support Conversations in Large Language Models

arXiv 2024

2024

Revealing the Barriers of Language Agents in Planning

arXiv 2024

2024

QUILL: Quotation Generation Enhancement of Large Language Models

arXiv 2024

2024

Past Meets Present: Creating Historical Analogy with Large Language Models

arXiv 2024

2024

MultiLingPoT: Enhancing Mathematical Reasoning with Multilingual Program Fine-tuning

arXiv 2024

2024

From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models

arXiv 2024

2024

How Easily do Irrelevant Inputs Skew the Responses of Large Language Models?

arXiv 2024

2024

InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews

arXiv 2023

2023

BBT-Fin: Comprehensive Construction of Chinese Financial Domain Pre-trained Language Model, Corpus and Benchmark

arXiv 2023

2023

QUERT: Continual Pre-training of Language Model for Query Understanding in Travel Domain Search

arXiv 2023

2023

Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation

arXiv 2023

2023

Can Large Language Models Understand Real-World Complex Instructions?

arXiv 2023

2023

Distilling Script Knowledge from Large Language Models for Constrained Language Planning

arXiv 2023

2023

LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification

arXiv 2020

2020

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Yanghua Xiao - AI research profile