Lu Wang

论文与出版物

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- One Prompt Does Not Fit All: Self-Meta-Evolve for Personalized Information Extraction
  
  Hongliang Li, Lu Wang, Yong Xu, Hanyang Chen, Zhitao Hou, Xiaoting Qin, Song Ge, Qingwei Lin 林庆维, Dongmei Zhang
  
  AACL-IJCNLP 2026 | September 2026
  
  Publication
- Beyond Fail-to-Pass: Iterative Hardening of Co-Generated Bug Reproduction Tests and Fixes
  
  Yuhao Tan, Zhibang Yang, Fangkai Yang, Yuan Yao, Yu Kang, Lu Wang, Pu Zhao, Xin Zhang, Xiaoxing Ma, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- From Task to Tutorial: An Automated GUI Framework for Excel Tutorial Document and Video Creation
  
  Yuhang Xie, Jian Mu, Xiaojun Ma, Chaoyun Zhang, Lu Wang, Mengyu Zhou, Mugeng Liu, Si Qin, Qingwei Lin, Saravan Rajmohan, Shi Han, Dongmei Zhang
  
  FSE'26 Industry Track | July 2026
  
  Publication
- MAGIC: Multi-Step Advantage-Gated Causal Influence for Multi-agent Reinforcement Learning
  
  Haohan Yu, Jinmiao Cong, Shengzhi Wang, Lu Wang, Chanjuan Liu
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- Text2Grad: Reinforcement Learning from Natural Language Feedback
  
  Hanyang Wang, Lu Wang, Chaoyun Zhang, Tianjun Mao, Si Qin, Qingwei Lin 林庆维, Saravan Rajmohan, Dongmei Zhang
  
  ICLR'26 | April 2026
  
  Publication
- Beyond State Consistency: Behavior Consistency in Text-Based World Models
  
  Youling Huang, Guanqiao Chen, Junchi Yao, Lu Wang, Fangkai Yang, Chao Du, ChenZhuo Zhao, Pu Zhao, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- DUET: Joint Exploration of User Item Profiles in Recommendation System
  
  Yue Chen, Yifei Sun, Lu Wang, Fangkai Yang, Pu Zhao, Minjie Hong, Yi Dong, Minghua He, Nan Hu, Jianjin Zhang, Zhiwei Dai, Yuefeng Zhan, Weihao Han, Hao Sun, Qingwei Lin, Weiwei Deng, Feng Sun, Qi Zhang, Saravan Rajmohan, Dongmei Zhang
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- Computer-Using World Model
  
  Yiming Guan, Rui Yu, John Zhang, Lu Wang, Chaoyun Zhang, Liqun Li, Bo Qiao, Si Qin, He Huang, Fangkai Yang, Pu Zhao, Lukas Wutschitz, Samuel Kessler, Huseyin Atahan Inan, Robert Sim, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
  
  ICLR'26 Workshop on World Models | April 2026
  
  Publication Publication 项目
- Learning GUI Grounding with Spatial Reasoning from Visual Feedback
  
  Yu Zhao, Wei-Ning Chen, Huseyin Inan, Samuel Kessler, Lu Wang, Lukas Wutschitz, Fangkai Yang, Chaoyun Zhang, Pasquale Minervini, Saravan Rajmohan, Robert Sim
  
  ICML 2026 | September 2025
  
  Publication DOI
- Learning to Refine: Self-Refinement of Parallel Reasoning in LLMs
  
  Qibin Wang, Pu Zhao, Shaohan Huang, Fangkai Yang, Lu Wang, Furu Wei, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
  
  ArXiv | August 2025, 第 abs/2509.00084 卷
  
  DOI Publication Publication
- Large Action Models: From Inception to Implementation
  
  Lu Wang, Fangkai Yang, Chaoyun Zhang, Junting Lu, Jiaxu Qian, Shilin He, Pu Zhao, Bo Qiao, Ray Huang, Si Qin, Qisheng Su, Jiayi Ye, Yudi Zhang, Jianjun Lou, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang
  
  Transactions on Machine Learning Research | July 2025
  
  Publication Publication
- Pretrain Value, Not Reward: Decoupled Value Policy Optimization
  
  Chenghua Huang, Lu Wang, Fangkai Yang, Pu Zhao, Zhixu Li, Qingwei Lin 林庆维, Dongmei Zhang, S. Rajmohan, Qi Zhang
  
  ICLR 2026 | February 2025
  
  Publication

- One Prompt Does Not Fit All: Self-Meta-Evolve for Personalized Information Extraction
  
  Hongliang Li, Lu Wang, Yong Xu, Hanyang Chen, Zhitao Hou, Xiaoting Qin, Song Ge, Qingwei Lin 林庆维, Dongmei Zhang
  
  AACL-IJCNLP 2026 | September 2026
  
  Publication
- Beyond Fail-to-Pass: Iterative Hardening of Co-Generated Bug Reproduction Tests and Fixes
  
  Yuhao Tan, Zhibang Yang, Fangkai Yang, Yuan Yao, Yu Kang, Lu Wang, Pu Zhao, Xin Zhang, Xiaoxing Ma, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- From Task to Tutorial: An Automated GUI Framework for Excel Tutorial Document and Video Creation
  
  Yuhang Xie, Jian Mu, Xiaojun Ma, Chaoyun Zhang, Lu Wang, Mengyu Zhou, Mugeng Liu, Si Qin, Qingwei Lin, Saravan Rajmohan, Shi Han, Dongmei Zhang
  
  FSE'26 Industry Track | July 2026
  
  Publication
- MAGIC: Multi-Step Advantage-Gated Causal Influence for Multi-agent Reinforcement Learning
  
  Haohan Yu, Jinmiao Cong, Shengzhi Wang, Lu Wang, Chanjuan Liu
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- Text2Grad: Reinforcement Learning from Natural Language Feedback
  
  Hanyang Wang, Lu Wang, Chaoyun Zhang, Tianjun Mao, Si Qin, Qingwei Lin 林庆维, Saravan Rajmohan, Dongmei Zhang
  
  ICLR'26 | April 2026
  
  Publication
- DUET: Joint Exploration of User Item Profiles in Recommendation System
  
  Yue Chen, Yifei Sun, Lu Wang, Fangkai Yang, Pu Zhao, Minjie Hong, Yi Dong, Minghua He, Nan Hu, Jianjin Zhang, Zhiwei Dai, Yuefeng Zhan, Weihao Han, Hao Sun, Qingwei Lin, Weiwei Deng, Feng Sun, Qi Zhang, Saravan Rajmohan, Dongmei Zhang
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- Beyond State Consistency: Behavior Consistency in Text-Based World Models
  
  Youling Huang, Guanqiao Chen, Junchi Yao, Lu Wang, Fangkai Yang, Chao Du, ChenZhuo Zhao, Pu Zhao, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- Computer-Using World Model
  
  Yiming Guan, Rui Yu, John Zhang, Lu Wang, Chaoyun Zhang, Liqun Li, Bo Qiao, Si Qin, He Huang, Fangkai Yang, Pu Zhao, Lukas Wutschitz, Samuel Kessler, Huseyin Atahan Inan, Robert Sim, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
  
  ICLR'26 Workshop on World Models | April 2026
  
  Publication Publication 项目
- Learning GUI Grounding with Spatial Reasoning from Visual Feedback
  
  Yu Zhao, Wei-Ning Chen, Huseyin Inan, Samuel Kessler, Lu Wang, Lukas Wutschitz, Fangkai Yang, Chaoyun Zhang, Pasquale Minervini, Saravan Rajmohan, Robert Sim
  
  ICML 2026 | September 2025
  
  Publication DOI
- Learning to Refine: Self-Refinement of Parallel Reasoning in LLMs
  
  Qibin Wang, Pu Zhao, Shaohan Huang, Fangkai Yang, Lu Wang, Furu Wei, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
  
  ArXiv | August 2025, 第 abs/2509.00084 卷
  
  DOI Publication Publication
- Large Action Models: From Inception to Implementation
  
  Lu Wang, Fangkai Yang, Chaoyun Zhang, Junting Lu, Jiaxu Qian, Shilin He, Pu Zhao, Bo Qiao, Ray Huang, Si Qin, Qisheng Su, Jiayi Ye, Yudi Zhang, Jianjun Lou, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang
  
  Transactions on Machine Learning Research | July 2025
  
  Publication Publication
- Pretrain Value, Not Reward: Decoupled Value Policy Optimization
  
  Chenghua Huang, Lu Wang, Fangkai Yang, Pu Zhao, Zhixu Li, Qingwei Lin 林庆维, Dongmei Zhang, S. Rajmohan, Qi Zhang
  
  ICLR 2026 | February 2025
  
  Publication
- One Prompt Does Not Fit All: Self-Meta-Evolve for Personalized Information Extraction
  
  Hongliang Li, Lu Wang, Yong Xu, Hanyang Chen, Zhitao Hou, Xiaoting Qin, Song Ge, Qingwei Lin 林庆维, Dongmei Zhang
  
  AACL-IJCNLP 2026 | September 2026
  
  Publication
- Learning to Refine: Self-Refinement of Parallel Reasoning in LLMs
  
  Qibin Wang, Pu Zhao, Shaohan Huang, Fangkai Yang, Lu Wang, Furu Wei, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
  
  ArXiv | August 2025, 第 abs/2509.00084 卷
  
  DOI Publication Publication
- Beyond Fail-to-Pass: Iterative Hardening of Co-Generated Bug Reproduction Tests and Fixes
  
  Yuhao Tan, Zhibang Yang, Fangkai Yang, Yuan Yao, Yu Kang, Lu Wang, Pu Zhao, Xin Zhang, Xiaoxing Ma, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- From Task to Tutorial: An Automated GUI Framework for Excel Tutorial Document and Video Creation
  
  Yuhang Xie, Jian Mu, Xiaojun Ma, Chaoyun Zhang, Lu Wang, Mengyu Zhou, Mugeng Liu, Si Qin, Qingwei Lin, Saravan Rajmohan, Shi Han, Dongmei Zhang
  
  FSE'26 Industry Track | July 2026
  
  Publication
- Computer-Using World Model
  
  Yiming Guan, Rui Yu, John Zhang, Lu Wang, Chaoyun Zhang, Liqun Li, Bo Qiao, Si Qin, He Huang, Fangkai Yang, Pu Zhao, Lukas Wutschitz, Samuel Kessler, Huseyin Atahan Inan, Robert Sim, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
  
  ICLR'26 Workshop on World Models | April 2026
  
  Publication Publication 项目
- Large Action Models: From Inception to Implementation
  
  Lu Wang, Fangkai Yang, Chaoyun Zhang, Junting Lu, Jiaxu Qian, Shilin He, Pu Zhao, Bo Qiao, Ray Huang, Si Qin, Qisheng Su, Jiayi Ye, Yudi Zhang, Jianjun Lou, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang
  
  Transactions on Machine Learning Research | July 2025
  
  Publication Publication
- Learning GUI Grounding with Spatial Reasoning from Visual Feedback
  
  Yu Zhao, Wei-Ning Chen, Huseyin Inan, Samuel Kessler, Lu Wang, Lukas Wutschitz, Fangkai Yang, Chaoyun Zhang, Pasquale Minervini, Saravan Rajmohan, Robert Sim
  
  ICML 2026 | September 2025
  
  Publication DOI
- MAGIC: Multi-Step Advantage-Gated Causal Influence for Multi-agent Reinforcement Learning
  
  Haohan Yu, Jinmiao Cong, Shengzhi Wang, Lu Wang, Chanjuan Liu
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- DUET: Joint Exploration of User Item Profiles in Recommendation System
  
  Yue Chen, Yifei Sun, Lu Wang, Fangkai Yang, Pu Zhao, Minjie Hong, Yi Dong, Minghua He, Nan Hu, Jianjin Zhang, Zhiwei Dai, Yuefeng Zhan, Weihao Han, Hao Sun, Qingwei Lin, Weiwei Deng, Feng Sun, Qi Zhang, Saravan Rajmohan, Dongmei Zhang
  
  April 2026
  
  arXiv | April 2026
  
  Publication

- One Prompt Does Not Fit All: Self-Meta-Evolve for Personalized Information Extraction
  
  Hongliang Li, Lu Wang, Yong Xu, Hanyang Chen, Zhitao Hou, Xiaoting Qin, Song Ge, Qingwei Lin 林庆维, Dongmei Zhang
  
  AACL-IJCNLP 2026 | September 2026
  
  Publication
- From Task to Tutorial: An Automated GUI Framework for Excel Tutorial Document and Video Creation
  
  Yuhang Xie, Jian Mu, Xiaojun Ma, Chaoyun Zhang, Lu Wang, Mengyu Zhou, Mugeng Liu, Si Qin, Qingwei Lin, Saravan Rajmohan, Shi Han, Dongmei Zhang
  
  FSE'26 Industry Track | July 2026
  
  Publication
- Text2Grad: Reinforcement Learning from Natural Language Feedback
  
  Hanyang Wang, Lu Wang, Chaoyun Zhang, Tianjun Mao, Si Qin, Qingwei Lin 林庆维, Saravan Rajmohan, Dongmei Zhang
  
  ICLR'26 | April 2026
  
  Publication
- Computer-Using World Model
  
  Yiming Guan, Rui Yu, John Zhang, Lu Wang, Chaoyun Zhang, Liqun Li, Bo Qiao, Si Qin, He Huang, Fangkai Yang, Pu Zhao, Lukas Wutschitz, Samuel Kessler, Huseyin Atahan Inan, Robert Sim, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
  
  ICLR'26 Workshop on World Models | April 2026
  
  Publication Publication 项目
- Learning GUI Grounding with Spatial Reasoning from Visual Feedback
  
  Yu Zhao, Wei-Ning Chen, Huseyin Inan, Samuel Kessler, Lu Wang, Lukas Wutschitz, Fangkai Yang, Chaoyun Zhang, Pasquale Minervini, Saravan Rajmohan, Robert Sim
  
  ICML 2026 | September 2025
  
  Publication DOI
- Pretrain Value, Not Reward: Decoupled Value Policy Optimization
  
  Chenghua Huang, Lu Wang, Fangkai Yang, Pu Zhao, Zhixu Li, Qingwei Lin 林庆维, Dongmei Zhang, S. Rajmohan, Qi Zhang
  
  ICLR 2026 | February 2025
  
  Publication
- Beyond Fail-to-Pass: Iterative Hardening of Co-Generated Bug Reproduction Tests and Fixes
  
  Yuhao Tan, Zhibang Yang, Fangkai Yang, Yuan Yao, Yu Kang, Lu Wang, Pu Zhao, Xin Zhang, Xiaoxing Ma, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- MAGIC: Multi-Step Advantage-Gated Causal Influence for Multi-agent Reinforcement Learning
  
  Haohan Yu, Jinmiao Cong, Shengzhi Wang, Lu Wang, Chanjuan Liu
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- DUET: Joint Exploration of User Item Profiles in Recommendation System
  
  Yue Chen, Yifei Sun, Lu Wang, Fangkai Yang, Pu Zhao, Minjie Hong, Yi Dong, Minghua He, Nan Hu, Jianjin Zhang, Zhiwei Dai, Yuefeng Zhan, Weihao Han, Hao Sun, Qingwei Lin, Weiwei Deng, Feng Sun, Qi Zhang, Saravan Rajmohan, Dongmei Zhang
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- Beyond State Consistency: Behavior Consistency in Text-Based World Models
  
  Youling Huang, Guanqiao Chen, Junchi Yao, Lu Wang, Fangkai Yang, Chao Du, ChenZhuo Zhao, Pu Zhao, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- Learning to Refine: Self-Refinement of Parallel Reasoning in LLMs
  
  Qibin Wang, Pu Zhao, Shaohan Huang, Fangkai Yang, Lu Wang, Furu Wei, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
  
  ArXiv | August 2025, 第 abs/2509.00084 卷
  
  DOI Publication Publication
- Large Action Models: From Inception to Implementation
  
  Lu Wang, Fangkai Yang, Chaoyun Zhang, Junting Lu, Jiaxu Qian, Shilin He, Pu Zhao, Bo Qiao, Ray Huang, Si Qin, Qisheng Su, Jiayi Ye, Yudi Zhang, Jianjun Lou, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang
  
  Transactions on Machine Learning Research | July 2025
  
  Publication Publication

Lu Wang

论文与出版物

One Prompt Does Not Fit All: Self-Meta-Evolve for Personalized Information Extraction

Beyond Fail-to-Pass: Iterative Hardening of Co-Generated Bug Reproduction Tests and Fixes

From Task to Tutorial: An Automated GUI Framework for Excel Tutorial Document and Video Creation

MAGIC: Multi-Step Advantage-Gated Causal Influence for Multi-agent Reinforcement Learning

Text2Grad: Reinforcement Learning from Natural Language Feedback

Beyond State Consistency: Behavior Consistency in Text-Based World Models

DUET: Joint Exploration of User Item Profiles in Recommendation System

Computer-Using World Model

Learning GUI Grounding with Spatial Reasoning from Visual Feedback

Learning to Refine: Self-Refinement of Parallel Reasoning in LLMs

Large Action Models: From Inception to Implementation

Pretrain Value, Not Reward: Decoupled Value Policy Optimization

One Prompt Does Not Fit All: Self-Meta-Evolve for Personalized Information Extraction

Beyond Fail-to-Pass: Iterative Hardening of Co-Generated Bug Reproduction Tests and Fixes

From Task to Tutorial: An Automated GUI Framework for Excel Tutorial Document and Video Creation

MAGIC: Multi-Step Advantage-Gated Causal Influence for Multi-agent Reinforcement Learning

Text2Grad: Reinforcement Learning from Natural Language Feedback

DUET: Joint Exploration of User Item Profiles in Recommendation System

Beyond State Consistency: Behavior Consistency in Text-Based World Models

Computer-Using World Model

Learning GUI Grounding with Spatial Reasoning from Visual Feedback

Learning to Refine: Self-Refinement of Parallel Reasoning in LLMs

Large Action Models: From Inception to Implementation

Pretrain Value, Not Reward: Decoupled Value Policy Optimization

One Prompt Does Not Fit All: Self-Meta-Evolve for Personalized Information Extraction

Learning to Refine: Self-Refinement of Parallel Reasoning in LLMs

Beyond Fail-to-Pass: Iterative Hardening of Co-Generated Bug Reproduction Tests and Fixes

From Task to Tutorial: An Automated GUI Framework for Excel Tutorial Document and Video Creation

Computer-Using World Model

Large Action Models: From Inception to Implementation

Learning GUI Grounding with Spatial Reasoning from Visual Feedback

MAGIC: Multi-Step Advantage-Gated Causal Influence for Multi-agent Reinforcement Learning

DUET: Joint Exploration of User Item Profiles in Recommendation System

One Prompt Does Not Fit All: Self-Meta-Evolve for Personalized Information Extraction

From Task to Tutorial: An Automated GUI Framework for Excel Tutorial Document and Video Creation

Text2Grad: Reinforcement Learning from Natural Language Feedback

Computer-Using World Model

Learning GUI Grounding with Spatial Reasoning from Visual Feedback

Pretrain Value, Not Reward: Decoupled Value Policy Optimization

Beyond Fail-to-Pass: Iterative Hardening of Co-Generated Bug Reproduction Tests and Fixes

MAGIC: Multi-Step Advantage-Gated Causal Influence for Multi-agent Reinforcement Learning

DUET: Joint Exploration of User Item Profiles in Recommendation System

Beyond State Consistency: Behavior Consistency in Text-Based World Models

Learning to Refine: Self-Refinement of Parallel Reasoning in LLMs

Large Action Models: From Inception to Implementation