WY
Wenlin Yao
cs.CLcs.AIcs.LGcs.CVcs.SEcs.CRcs.CYcs.IRcs.SI
On Valency
published · living versionsW_swcb792r·v1 · currentpublished
Agent World Model in the Wild: Computer-Use Agent Environment Synthesis
with Zhaoyang Wang, Qianhui Wu, Haorui Wang, Simon Yu +7
1 version
Preprints & journals
50 papers in the corpus · 2017–2026Agent World Model in the Wild: Computer-Use Agent Environment Synthesis2610.26828v1 · Zhaoyang Wang, Qianhui Wu, Haorui Wang et al.2026 · 0 citationsarXivon Valency
Self-Evolving Coding Agents via Harness-Policy Optimization2610.22791v1 · Zhepei Wei, Wenlin Yao, Baolin Peng et al.2026 · 0 citationsarXiv
AutoEnvScaling: Automating the Data Flywheel with Terminal Agents2610.14163v1 · Simon Yu, Baolin Peng, Bo Liu et al.2026 · 0 citationsarXiv
SecureVibe: Making Vibe Coding More Secure2609.38606v1 · Danqing Wang, Baolin Peng, Zhepei Wei et al.2026 · 0 citationsarXiv
Certified Long-Horizon Code Agent Evolution via Validation-Gated Skill Optimization2609.32990v1 · Yifan Wang, Hao Cheng, Xiaomin Li et al.2026 · 0 citationsarXiv
ExecCritic: Learn to Test, Test to Improve for Coding Agents2609.09133v1 · Leitian Tao, Baolin Peng, Haorui Wang et al.2026 · 0 citationsarXiv
OpenForgeRL: Train Harness-native Agents in Any Environment2607.21557v3 · Xiao Yu, Baolin Peng, Ruize Xu et al.2026 · 0 citationsarXiv
TRACE: Turn-level Reward Assignment via Credit Estimation for Long-Horizon Agents2607.13988v1 · Leitian Tao, Baolin Peng, Wenlin Yao et al.2026 · 0 citationsarXiv
OpenWebRL: Demystifying Online Multi-turn Reinforcement Learning for Visual Web Agents2606.02031v2 · Rui Yang, Qianhui Wu, Yuxi Chen et al.2026 · 0 citationsarXiv
Orchard: An Open-Source Agentic Modeling Framework2605.15040v3 · Baolin Peng, Wenlin Yao, Qianhui Wu et al.2026 · 0 citationsarXiv
WebXSkill: Skill Learning for Autonomous Web Agents2604.13318v2 · Zhaoyang Wang, Qianhui Wu, Xuchao Zhang et al.2026 · 0 citationsarXiv
The Tool Illusion: Rethinking Tool Use in Web Agents2604.03465v2 · Renze Lou, Baolin Peng, Wenlin Yao et al.2026 · 0 citationsarXiv
A Versatile Multimodal Agent for Multimedia Content Generation2601.03250v1 · Daoan Zhang, Wenlin Yao, Xiaoyang Wang et al.2026 · 0 citationsarXiv
Soundness-Aware Level: A Microscopic Signature that Predicts LLM Reasoning Potential2510.15216v2 · Xuansheng Wu, Xiaoman Pan, Wenlin Yao et al.2025 · 0 citationsarXiv
DeepPlanner: Scaling Planning Capability for Deep Research Agents via Advantage Shaping2510.12979v2 · Wei Fan, Wenlin Yao, Zheng Li et al.2025 · 0 citationsarXiv
WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning2505.16421v2 · Zhepei Wei, Wenlin Yao, Yao Liu et al.2025 · 4 citationsarXiv
Towards Trustworthy GUI Agents: A Survey2503.23434v2 · Yucheng Shi, Wenhao Yu, Jingyuan Huang et al.2025 · 1 citationarXiv
OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization2410.19609v1 · Hongliang He, Wenlin Yao, Kaixin Ma et al.2024 · 1 citationarXiv
Bridging SFT and DPO for Diffusion Model Alignment with Self-Sampling Preference Optimization2410.05255v2 · Daoan Zhang, Guangchen Lan, Dong-Jun Han et al.2024 · 0 citationsarXiv
DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search2410.03864v2 · Murong Yue, Wenlin Yao, Haitao Mi et al.2024 · 0 citationsarXiv
DeFine: Decision-Making with Analogical Reasoning over Factor Profiles2410.01772v2 · Yebowen Hu, Xiaoyang Wang, Wenlin Yao et al.2024 · 1 citationarXiv
IDGen: Item Discrimination Induced Prompt Generation for LLM Evaluation2409.18892v2 · Fan Lin, Shuyi Xie, Yong Dai et al.2024 · 0 citationsarXiv
HDFlow: Enhancing LLM Complex Problem-Solving with Hybrid Thinking and Dynamic Workflows2409.17433v1 · Wenlin Yao, Haitao Mi, Dong Yu2024 · 0 citationsarXiv
DSBench: How Far Are Data Science Agents from Becoming Data Science Experts?2409.07703v3 · Liqiang Jing, Zhehui Huang, Xiaoyang Wang et al.2024 · 1 citationarXiv
When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives2406.12084v2 · Yebowen Hu, Kaiqiang Song, Sangwoo Cho et al.2024 · 1 citationarXiv
MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions2405.19444v1 · Zhenwen Liang, Dian Yu, Wenhao Yu et al.2024 · 0 citationsarXiv
Usable XAI: 10 Strategies Towards Exploiting Explainability in the LLM Era2403.08946v2 · Xuansheng Wu, Haiyan Zhao, Yaochen Zhu et al.2024 · 23 citationsarXiv
Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models2402.17124v2 · Xinran Zhao, Hongming Zhang, Xiaoman Pan et al.2024 · 7 citationsFindings of the Association for Computational Linguistics ACL 2024
WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models2401.13919v4 · Hongliang He, Wenlin Yao, Kaixin Ma et al.2024 · 66 citationsarXiv
InFoBench: Evaluating Instruction Following Ability in Large Language Models2401.03601v1 · Yiwei Qin, Kaiqiang Song, Yebowen Hu et al.2024 · 25 citationsarXiv
MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning2311.10774v2 · Fuxiao Liu, Xiaoyang Wang, Wenlin Yao et al.2023 · 31 citationsarXiv
TencentLLMEval: A Hierarchical Evaluation of Real-World Capabilities for Human-Aligned LLMs2311.05374v1 · Shuyi Xie, Wenlin Yao, Yong Dai et al.2023 · 2 citationsarXiv
From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning2310.00492v3 · Xuansheng Wu, Wenlin Yao, Jianshu Chen et al.2023 · 18 citationsarXiv
Thrust: Adaptively Propels Large Language Models with External Knowledge2307.10442v2 · Xinran Zhao, Hongming Zhang, Xiaoman Pan et al.2023 · 0 citationsarXiv
A Stitch in Time Saves Nine: Detecting and Mitigating Hallucinations of LLMs by Validating Low-Confidence Generation2307.03987v2 · Neeraj Varshney, Wenlin Yao, Hongming Zhang et al.2023 · 29 citationsarXiv
Could Small Language Models Serve as Recommenders? Towards Data-centric Cold-start Recommendations2306.17256v5 · Xuansheng Wu, Huachi Zhou, Yucheng Shi et al.2023 · 1 citationarXiv
Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations2305.14599v2 · James Y. Huang, Wenlin Yao, Kaiqiang Song et al.2023 · 0 citationsarXiv
ZeroKBC: A Comprehensive Benchmark for Zero-Shot Knowledge Base Completion2212.03091v1 · Pei Chen, Wenlin Yao, Hongming Zhang et al.2022 · 4 citationsarXiv
NarraSum: A Large-Scale Dataset for Abstractive Narrative Summarization2212.01476v2 · Chao Zhao, Faeze Brahman, Kaiqiang Song et al.2022 · 8 citationsarXiv
Efficient Zero-shot Event Extraction with Context-Definition Alignment2211.05156v2 · Hongming Zhang, Wenlin Yao, Dong Yu2022 · 12 citationsarXiv
Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models2210.16433v3 · Xiaoman Pan, Wenlin Yao, Hongming Zhang et al.2022 · 3 citationsarXiv
Salience Allocation as Guidance for Abstractive Summarization2210.12330v1 · Fei Wang, Kaiqiang Song, Hongming Zhang et al.2022 · 30 citationsarXiv
Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination2210.12261v1 · Yue Yang, Wenlin Yao, Hongming Zhang et al.2022 · 11 citationsarXiv
Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension2203.10249v1 · Chao Zhao, Wenlin Yao, Dian Yu et al.2022 · 4 citationsarXiv
C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References2203.08928v2 · Xiang Yue, Xiaoman Pan, Wenlin Yao et al.2022 · 3 citationsarXiv
Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories2110.14091v1 · Wenlin Yao, Xiaoman Pan, Lifeng Jin et al.2021 · 5 citationsarXiv
Temporal Event Knowledge Acquisition via Identifying Narratives1805.10956v1 · Wenlin Yao, Ruihong Huang2018 · 21 citationsarXiv
Using Context Events in Neural Network Models for Event Temporal Status Identification1710.04344v1 · Zeyu Dai, Wenlin Yao, Ruihong Huang2017 · 0 citationsarXiv
Online Deception Detection Refueled by Real World Data Collection1707.09406v1 · Wenlin Yao, Zeyu Dai, Ruihong Huang et al.2017 · 9 citationsarXiv
A Weakly Supervised Approach to Train Temporal Relation Classifiers and Acquire Regular Event Pairs Simultaneously1707.09410v1 · Wenlin Yao, Saipravallika Nettyam, Ruihong Huang2017 · 1 citationarXiv
Career total: 60 works. 50 are in this corpus.
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