Lu Wang 0029 - researchr alias

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Viewing Publication 1 - 22 from 22

2026

VEM: Environment-Free Exploration for Training GUI Agent with Value Environment ModelMengzhuo Chen, Jiani Zheng, Lu Wang 0029, Fangkai Yang, Chaoyun Zhang, Lingrui Mei, Wenjie Yin, Qingwei Lin, Dongmei Zhang 0001, Saravan Rajmohan. tmlr, 2026, 2026. [doi]

Break Through the Compression Bottleneck: From Theory to PracticeXiusheng Huang, Lu Wang 0029, Yequan Wang, Jun Zhao 0001, Kang Liu 0001. acl 2026: 31125-31142 [doi]

Theory-optimal Quantization Based on FlatnessXiusheng Huang, Zhe Li, Xuanwu Yin, Lu Wang 0029, Yequan Wang, Dong Li 0025, Emad Barsoum, Kang Liu 0001. acl 2026: 38127-38142 [doi]

Zipage: Maintain High Request Concurrency for LLM Reasoning through Compressed PagedAttentionMengqi Liao, Lu Wang 0029, Chaoyun Zhang, Bo Qiao 0001, Si-qin, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang 0001, Huaiyu Wan. acl 2026: 7716-7737 [doi]

Learning to Refine: Self-Refinement of Parallel Reasoning in LLMsQibin Wang, Pu Zhao 0004, Shaohan Huang, Fangkai Yang, Lu Wang 0029, Furu Wei, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang 0001. acl 2026: 25904-25921 [doi]

From Task to Tutorial: An Automated GUI Framework for Excel Tutorial Document and Video CreationYuhang Xie, Jian Mu, Xiaojun Ma 0001, Chaoyun Zhang, Lu Wang 0029, Mengyu Zhou, Mugeng Liu 0001, Si-qin, Qingwei Lin, Saravan Rajmohan, Shi Han, Dongmei Zhang 0001. FSE 2026: 427-438 [doi]

2025

RuAG: Learned-rule-augmented Generation for Large Language ModelsYudi Zhang 0007, Pei Xiao 0007, Lu Wang 0029, Chaoyun Zhang, Meng Fang, Yali Du 0001, Yevgeniy Puzyrev, Randolph Yao, Si-qin, Qingwei Lin, Mykola Pechenizkiy, Dongmei Zhang 0001, Saravan Rajmohan, Qi Zhang 0066. iclr 2025: [doi]

Te-PID: An Adaptive Erasure Coding Temperature Management System for Optimized Cloud StoragePei Xiao 0007, Lu Wang 0029, Fangkai Yang, Guoqing Geng, Haoran Li, Jeff Zhu, Yu Kang 0006, Yifan Li, Terry Chen, Yue Chen, Saravan Rajmohan, Qi Zhang 0066. FSE 2025: 111-121 [doi]

ICL-Bandit: Relevance Labeling in Advertisement Recommendation Systems via LLMLu Wang 0029, Chiming Duan, Pu Zhao 0004, Fangkai Yang, Yong Shi 0012, Xuefeng Luo, Bingjing Xu, Weiwei Deng, Qingwei Lin, Dongmei Zhang 0001. emnlp 2025: 23439-23449 [doi]

ProtoRAIL: A Risk-cognizant Imitation Agent for Adaptive vCPU Oversubscription In the CloudLu Wang 0029, Mayukh Das, Fangkai Yang, Bo Qiao 0001, Hang Dong 0004, Si-qin, Victor Rühle, Chetan Bansal, Eli Cortez, Íñigo Goiri, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang 0001. mlsys 2024: [doi]

LettinGo: Explore User Profile Generation for Recommendation SystemLu Wang 0029, Di Zhang, Fangkai Yang, Pu Zhao 0004, Jianfeng Liu, Yuefeng Zhan, Hao Sun 0015, Qingwei Lin, Weiwei Deng, Dongmei Zhang 0001, Feng Sun 0008, Qi Zhang 0066. kdd 2025: 2985-2995 [doi]

Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented GenerationKaikai An, Fangkai Yang, Liqun Li, Junting Lu, Sitao Cheng, Shuzheng Si, Lu Wang 0029, Pu Zhao 0004, Lele Cao, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang 0001, Baobao Chang. emnlp 2025: 18289-18308 [doi]

Rebalancing Discriminative Responses for Knowledge TracingJiajun Cui, Hong Qian, Chanjin Zheng, Lu Wang 0029, Mo Yu, Wei Zhang 0056. tois, 43(3), May 2025. [doi]

WarriorCoder: Learning from Expert Battles to Augment Code Large Language ModelsHuawen Feng, Pu Zhao 0004, Qingfeng Sun, Can Xu, Fangkai Yang, Lu Wang 0029, Qianli Ma 0001, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang 0001, Qi Zhang 0066. acl 2025: 4955-4969 [doi]

Safe and Balanced: A Framework for Constrained Multi-Objective Reinforcement LearningShangding Gu, Bilgehan Sel, Yuhao Ding, Lu Wang 0029, Qingwei Lin, Alois Knoll, Ming Jin 0002. pami, 47(5):3322-3331, May 2025. [doi]

Self-Evolved Reward Learning for LLMSChenghua Huang, Zhizhen Fan, Lu Wang 0029, Fangkai Yang, Pu Zhao 0004, Zeqi Lin, Qingwei Lin, Dongmei Zhang 0001, Saravan Rajmohan, Qi Zhang 0066. iclr 2025: [doi]

AXIS: Efficient Human-Agent-Computer Interaction with API-First LLM-Based AgentsJunting Lu, Zhiyang Zhang, Fangkai Yang, Jue Zhang, Lu Wang 0029, Chao Du, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang 0001, Qi Zhang 0066. acl 2025: 7711-7743 [doi]

Token-level Proximal Policy Optimization for Query GenerationYichen Ouyang, Lu Wang 0029, Fangkai Yang, Pu Zhao 0004, Chenghua Huang, Jianfeng Liu, Bochen Pang, Yaming Yang 0001, Yuefeng Zhan, Hao Sun 0015, Qingwei Lin, Saravan Rajmohan, Weiwei Deng, Dongmei Zhang 0001, Feng Sun 0008. emnlp 2025: 31196-31210 [doi]

AdaptFlow: Adaptive Workflow Optimization via Meta-LearningRunchuan Zhu, Bowen Jiang, Lingrui Mei, Fangkai Yang, Lu Wang 0029, Haoxiang Gao, Fengshuo Bai, Pu Zhao 0004, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang 0001. emnlp 2025: 3287-3302 [doi]

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