Zilong Wang

Senior Researcher

Publications

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- Deep learning of pretreatment ascites cytopathology for platinum-resistance risk stratification in advanced epithelial ovarian cancer
  
  Yangyang Zhang, Xiaochun Wan, Yongqi Chen, Jianbo Xu, Weijie Wang, Haiming Li, Zhihao Zhang, Yi Luo, Liujia Wang, X. Ju, Xiaohua Wu, Zilong Wang, Bo Ping, Qinhao Guo
  
  Neoplasia (New York, N.Y.) | June 2026, Vol 79
  
  Publication Publication
- Dual-Branch Cross-Projection Debiasing through Diffusion-based Disentanglement
  
  Xiangqian Zhao, Xinyang Jiang, Zhipeng Xu, Lingfeng He, Zilong Wang, Dongsheng Li, De Cheng, Nannan Wang
  
  June 2026
  
  arXiv | June 2026
  
  Publication
- Beyond Semantic Organization: Memory as Execution State Management for Long-Horizon Agents
  
  Yaoqi Chen, Haibin Lai, Yuru Feng, Chuyu Han, Qianxi Zhang, Baotong Lu, Menghao Li, Xinjiang Wang, Zilong Wang, Shusen Xu, Zengzhong Li, Zewen Jin, Hao Wu, Cheng Li, Qi Chen
  
  June 2026
  
  arXiv | June 2026
  
  Publication
- MedCUA-Bench: A Screenshot-Only Benchmark for Clinical Computer-Use Agents
  
  Jia Yu, Zilong Wang, Xinyang Jiang, Dongsheng Li, Shuo Wang
  
  June 2026
  
  arXiv | June 2026
  
  Publication
- Centering the marginalized: AI-driven strategies for advancing health equity in rare disease care
  
  Chaoyu Lei, Ying Zuo, C. Lopes, Jaimee Stuart, Benjamin Xu, Tie-Yan Liu, Thomas Ploug, Zilong Wang, K. Dang, Kai Jin, Haoxuan Yu, H. Tatere, Fanyi Kong, Ningye Zhang, Lufa Zhang, Huifang Zhou
  
  Patterns | May 2026
  
  DOI
- Do Not Let Low-Probability Tokens Over-Dominate in RL for LLMs
  
  Zhihe Yang, Xufang Luo, Zilong Wang, Dongqi Han, Zhiyuan He, Dongsheng Li, Yunjian Xu
  
  ICLR 2026 | April 2026
  
  Publication
- Programmers Who Use Screen Readers in the Vibe Coding Era: Adaptation, Empowerment, and New Accessibility Landscape
  
  Nan Chen, Luna K. Qiu, Arran Zeyu Wang, Zilong Wang, Yuqing Yang
  
  CHI 2026 | April 2026
  
  DOI
- Tuning Medical Foundation Models for Inner Ear Temporal CT Analysis with Plug-and-play Domain Knowledge Aggregator
  
  Weixun Wan, Xinyang Jiang, Zilong Wang, Bei Li, Cairong Zhao
  
  AAAI Conference on Artificial Intelligence | March 2026
  
  DOI Publication
- Reasoning-Driven Multimodal LLM for Domain Generalization
  
  Zhipeng Xu, Zilong Wang, Xinyang Jiang, Dongsheng Li, De Cheng, Nannan Wang
  
  February 2026
  
  arXiv | February 2026
  
  Publication
- Exploring Interpretability for Visual Prompt Tuning with Cross-layer Concepts
  
  Yubin Wang, Xinyang Jiang, De Cheng, Xiangqian Zhao, Zilong Wang, Dongsheng Li, Cairong Zhao
  
  ICLR 2026 | February 2026
  
  Publication
- From Struggle to Success: Context-Aware Guidance for Screen Reader Users in Computer Use
  
  Nan Chen, Jing Lu, Zilong Wang, Luna K. Qiu, Siming Chen, Yuqing Yang
  
  CHI 2026 | January 2026
  
  Publication
- Screen Reader Users in the Vibe Coding Era: Adaptation, Empowerment, and New Accessibility Landscape
  
  Nan Chen, Luna K. Qiu, Arran Zeyu Wang, Zilong Wang, Yuqing Yang
  
  ArXiv | June 2025
  
  DOI Publication Publication
- Screen Reader Programmers in the Vibe Coding Era: Adaptation, Empowerment, and New Accessibility Landscape
  
  Nan Chen, Luna K. Qiu, Arran Zeyu Wang, Zilong Wang, Yuqing Yang
  
  CHI 2026 | June 2025
  
  Publication
- ReMe: Scaffolding Personalized Cognitive Training via Controllable LLM-Mediated Conversations
  
  Zilong Wang, Nan Chen, Luna K. Qiu, Ling Yue, G. Guo, Yangyiwen Ou, Shiqi Jiang, Yuqing Yang, Lili Qiu
  
  CHI 2026 | October 2024
  
  DOI Publication
- The Potential and Value of AI Chatbot in Personalized Cognitive Training
  
  Zilong Wang, Nan Chen, Luna K. Qiu, Ling Yue, Geli Guo, Yang Ou, Shiqi Jiang, Yuqing Yang, Lili Qiu
  
  CHI 2026 | October 2024
  
  Preprint Publication Access Project
- Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely
  
  Siyun Zhao, Yuqing Yang, Zilong Wang, Zhiyuan He, Luna K. Qiu, Lili Qiu
  
  September 2024
  
  September 2024
  
  Publication

- Dual-Branch Cross-Projection Debiasing through Diffusion-based Disentanglement
  
  Xiangqian Zhao, Xinyang Jiang, Zhipeng Xu, Lingfeng He, Zilong Wang, Dongsheng Li, De Cheng, Nannan Wang
  
  June 2026
  
  arXiv | June 2026
  
  Publication
- Exploring Interpretability for Visual Prompt Tuning with Cross-layer Concepts
  
  Yubin Wang, Xinyang Jiang, De Cheng, Xiangqian Zhao, Zilong Wang, Dongsheng Li, Cairong Zhao
  
  ICLR 2026 | February 2026
  
  Publication
- Deep learning of pretreatment ascites cytopathology for platinum-resistance risk stratification in advanced epithelial ovarian cancer
  
  Yangyang Zhang, Xiaochun Wan, Yongqi Chen, Jianbo Xu, Weijie Wang, Haiming Li, Zhihao Zhang, Yi Luo, Liujia Wang, X. Ju, Xiaohua Wu, Zilong Wang, Bo Ping, Qinhao Guo
  
  Neoplasia (New York, N.Y.) | June 2026, Vol 79
  
  Publication Publication
- Dual-Branch Cross-Projection Debiasing through Diffusion-based Disentanglement
  
  Xiangqian Zhao, Xinyang Jiang, Zhipeng Xu, Lingfeng He, Zilong Wang, Dongsheng Li, De Cheng, Nannan Wang
  
  June 2026
  
  arXiv | June 2026
  
  Publication
- Beyond Semantic Organization: Memory as Execution State Management for Long-Horizon Agents
  
  Yaoqi Chen, Haibin Lai, Yuru Feng, Chuyu Han, Qianxi Zhang, Baotong Lu, Menghao Li, Xinjiang Wang, Zilong Wang, Shusen Xu, Zengzhong Li, Zewen Jin, Hao Wu, Cheng Li, Qi Chen
  
  June 2026
  
  arXiv | June 2026
  
  Publication
- MedCUA-Bench: A Screenshot-Only Benchmark for Clinical Computer-Use Agents
  
  Jia Yu, Zilong Wang, Xinyang Jiang, Dongsheng Li, Shuo Wang
  
  June 2026
  
  arXiv | June 2026
  
  Publication
- Centering the marginalized: AI-driven strategies for advancing health equity in rare disease care
  
  Chaoyu Lei, Ying Zuo, C. Lopes, Jaimee Stuart, Benjamin Xu, Tie-Yan Liu, Thomas Ploug, Zilong Wang, K. Dang, Kai Jin, Haoxuan Yu, H. Tatere, Fanyi Kong, Ningye Zhang, Lufa Zhang, Huifang Zhou
  
  Patterns | May 2026
  
  DOI
- Do Not Let Low-Probability Tokens Over-Dominate in RL for LLMs
  
  Zhihe Yang, Xufang Luo, Zilong Wang, Dongqi Han, Zhiyuan He, Dongsheng Li, Yunjian Xu
  
  ICLR 2026 | April 2026
  
  Publication
- Tuning Medical Foundation Models for Inner Ear Temporal CT Analysis with Plug-and-play Domain Knowledge Aggregator
  
  Weixun Wan, Xinyang Jiang, Zilong Wang, Bei Li, Cairong Zhao
  
  AAAI Conference on Artificial Intelligence | March 2026
  
  DOI Publication
- Reasoning-Driven Multimodal LLM for Domain Generalization
  
  Zhipeng Xu, Zilong Wang, Xinyang Jiang, Dongsheng Li, De Cheng, Nannan Wang
  
  February 2026
  
  arXiv | February 2026
  
  Publication
- Screen Reader Users in the Vibe Coding Era: Adaptation, Empowerment, and New Accessibility Landscape
  
  Nan Chen, Luna K. Qiu, Arran Zeyu Wang, Zilong Wang, Yuqing Yang
  
  ArXiv | June 2025
  
  DOI Publication Publication
- ReMe: Scaffolding Personalized Cognitive Training via Controllable LLM-Mediated Conversations
  
  Zilong Wang, Nan Chen, Luna K. Qiu, Ling Yue, G. Guo, Yangyiwen Ou, Shiqi Jiang, Yuqing Yang, Lili Qiu
  
  CHI 2026 | October 2024
  
  DOI Publication
- The Potential and Value of AI Chatbot in Personalized Cognitive Training
  
  Zilong Wang, Nan Chen, Luna K. Qiu, Ling Yue, Geli Guo, Yang Ou, Shiqi Jiang, Yuqing Yang, Lili Qiu
  
  CHI 2026 | October 2024
  
  Preprint Publication Access Project
- Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely
  
  Siyun Zhao, Yuqing Yang, Zilong Wang, Zhiyuan He, Luna K. Qiu, Lili Qiu
  
  September 2024
  
  September 2024
  
  Publication
- Deep learning of pretreatment ascites cytopathology for platinum-resistance risk stratification in advanced epithelial ovarian cancer
  
  Yangyang Zhang, Xiaochun Wan, Yongqi Chen, Jianbo Xu, Weijie Wang, Haiming Li, Zhihao Zhang, Yi Luo, Liujia Wang, X. Ju, Xiaohua Wu, Zilong Wang, Bo Ping, Qinhao Guo
  
  Neoplasia (New York, N.Y.) | June 2026, Vol 79
  
  Publication Publication
- Centering the marginalized: AI-driven strategies for advancing health equity in rare disease care
  
  Chaoyu Lei, Ying Zuo, C. Lopes, Jaimee Stuart, Benjamin Xu, Tie-Yan Liu, Thomas Ploug, Zilong Wang, K. Dang, Kai Jin, Haoxuan Yu, H. Tatere, Fanyi Kong, Ningye Zhang, Lufa Zhang, Huifang Zhou
  
  Patterns | May 2026
  
  DOI
- Tuning Medical Foundation Models for Inner Ear Temporal CT Analysis with Plug-and-play Domain Knowledge Aggregator
  
  Weixun Wan, Xinyang Jiang, Zilong Wang, Bei Li, Cairong Zhao
  
  AAAI Conference on Artificial Intelligence | March 2026
  
  DOI Publication
- Programmers Who Use Screen Readers in the Vibe Coding Era: Adaptation, Empowerment, and New Accessibility Landscape
  
  Nan Chen, Luna K. Qiu, Arran Zeyu Wang, Zilong Wang, Yuqing Yang
  
  CHI 2026 | April 2026
  
  DOI
- From Struggle to Success: Context-Aware Guidance for Screen Reader Users in Computer Use
  
  Nan Chen, Jing Lu, Zilong Wang, Luna K. Qiu, Siming Chen, Yuqing Yang
  
  CHI 2026 | January 2026
  
  Publication
- Screen Reader Programmers in the Vibe Coding Era: Adaptation, Empowerment, and New Accessibility Landscape
  
  Nan Chen, Luna K. Qiu, Arran Zeyu Wang, Zilong Wang, Yuqing Yang
  
  CHI 2026 | June 2025
  
  Publication
- Do Not Let Low-Probability Tokens Over-Dominate in RL for LLMs
  
  Zhihe Yang, Xufang Luo, Zilong Wang, Dongqi Han, Zhiyuan He, Dongsheng Li, Yunjian Xu
  
  ICLR 2026 | April 2026
  
  Publication

- Do Not Let Low-Probability Tokens Over-Dominate in RL for LLMs
  
  Zhihe Yang, Xufang Luo, Zilong Wang, Dongqi Han, Zhiyuan He, Dongsheng Li, Yunjian Xu
  
  ICLR 2026 | April 2026
  
  Publication
- Programmers Who Use Screen Readers in the Vibe Coding Era: Adaptation, Empowerment, and New Accessibility Landscape
  
  Nan Chen, Luna K. Qiu, Arran Zeyu Wang, Zilong Wang, Yuqing Yang
  
  CHI 2026 | April 2026
  
  DOI
- Tuning Medical Foundation Models for Inner Ear Temporal CT Analysis with Plug-and-play Domain Knowledge Aggregator
  
  Weixun Wan, Xinyang Jiang, Zilong Wang, Bei Li, Cairong Zhao
  
  AAAI Conference on Artificial Intelligence | March 2026
  
  DOI Publication
- Exploring Interpretability for Visual Prompt Tuning with Cross-layer Concepts
  
  Yubin Wang, Xinyang Jiang, De Cheng, Xiangqian Zhao, Zilong Wang, Dongsheng Li, Cairong Zhao
  
  ICLR 2026 | February 2026
  
  Publication
- From Struggle to Success: Context-Aware Guidance for Screen Reader Users in Computer Use
  
  Nan Chen, Jing Lu, Zilong Wang, Luna K. Qiu, Siming Chen, Yuqing Yang
  
  CHI 2026 | January 2026
  
  Publication
- Screen Reader Programmers in the Vibe Coding Era: Adaptation, Empowerment, and New Accessibility Landscape
  
  Nan Chen, Luna K. Qiu, Arran Zeyu Wang, Zilong Wang, Yuqing Yang
  
  CHI 2026 | June 2025
  
  Publication
- ReMe: Scaffolding Personalized Cognitive Training via Controllable LLM-Mediated Conversations
  
  Zilong Wang, Nan Chen, Luna K. Qiu, Ling Yue, G. Guo, Yangyiwen Ou, Shiqi Jiang, Yuqing Yang, Lili Qiu
  
  CHI 2026 | October 2024
  
  DOI Publication
- The Potential and Value of AI Chatbot in Personalized Cognitive Training
  
  Zilong Wang, Nan Chen, Luna K. Qiu, Ling Yue, Geli Guo, Yang Ou, Shiqi Jiang, Yuqing Yang, Lili Qiu
  
  CHI 2026 | October 2024
  
  Preprint Publication Access Project
- Deep learning of pretreatment ascites cytopathology for platinum-resistance risk stratification in advanced epithelial ovarian cancer
  
  Yangyang Zhang, Xiaochun Wan, Yongqi Chen, Jianbo Xu, Weijie Wang, Haiming Li, Zhihao Zhang, Yi Luo, Liujia Wang, X. Ju, Xiaohua Wu, Zilong Wang, Bo Ping, Qinhao Guo
  
  Neoplasia (New York, N.Y.) | June 2026, Vol 79
  
  Publication Publication
- Centering the marginalized: AI-driven strategies for advancing health equity in rare disease care
  
  Chaoyu Lei, Ying Zuo, C. Lopes, Jaimee Stuart, Benjamin Xu, Tie-Yan Liu, Thomas Ploug, Zilong Wang, K. Dang, Kai Jin, Haoxuan Yu, H. Tatere, Fanyi Kong, Ningye Zhang, Lufa Zhang, Huifang Zhou
  
  Patterns | May 2026
  
  DOI
- Screen Reader Users in the Vibe Coding Era: Adaptation, Empowerment, and New Accessibility Landscape
  
  Nan Chen, Luna K. Qiu, Arran Zeyu Wang, Zilong Wang, Yuqing Yang
  
  ArXiv | June 2025
  
  DOI Publication Publication
- Dual-Branch Cross-Projection Debiasing through Diffusion-based Disentanglement
  
  Xiangqian Zhao, Xinyang Jiang, Zhipeng Xu, Lingfeng He, Zilong Wang, Dongsheng Li, De Cheng, Nannan Wang
  
  June 2026
  
  arXiv | June 2026
  
  Publication
- Beyond Semantic Organization: Memory as Execution State Management for Long-Horizon Agents
  
  Yaoqi Chen, Haibin Lai, Yuru Feng, Chuyu Han, Qianxi Zhang, Baotong Lu, Menghao Li, Xinjiang Wang, Zilong Wang, Shusen Xu, Zengzhong Li, Zewen Jin, Hao Wu, Cheng Li, Qi Chen
  
  June 2026
  
  arXiv | June 2026
  
  Publication
- MedCUA-Bench: A Screenshot-Only Benchmark for Clinical Computer-Use Agents
  
  Jia Yu, Zilong Wang, Xinyang Jiang, Dongsheng Li, Shuo Wang
  
  June 2026
  
  arXiv | June 2026
  
  Publication
- Reasoning-Driven Multimodal LLM for Domain Generalization
  
  Zhipeng Xu, Zilong Wang, Xinyang Jiang, Dongsheng Li, De Cheng, Nannan Wang
  
  February 2026
  
  arXiv | February 2026
  
  Publication
- Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely
  
  Siyun Zhao, Yuqing Yang, Zilong Wang, Zhiyuan He, Luna K. Qiu, Lili Qiu
  
  September 2024
  
  September 2024
  
  Publication

Zilong Wang

Publications

Deep learning of pretreatment ascites cytopathology for platinum-resistance risk stratification in advanced epithelial ovarian cancer

Dual-Branch Cross-Projection Debiasing through Diffusion-based Disentanglement

Beyond Semantic Organization: Memory as Execution State Management for Long-Horizon Agents

MedCUA-Bench: A Screenshot-Only Benchmark for Clinical Computer-Use Agents

Centering the marginalized: AI-driven strategies for advancing health equity in rare disease care

Do Not Let Low-Probability Tokens Over-Dominate in RL for LLMs

Programmers Who Use Screen Readers in the Vibe Coding Era: Adaptation, Empowerment, and New Accessibility Landscape

Tuning Medical Foundation Models for Inner Ear Temporal CT Analysis with Plug-and-play Domain Knowledge Aggregator

Reasoning-Driven Multimodal LLM for Domain Generalization

Exploring Interpretability for Visual Prompt Tuning with Cross-layer Concepts

From Struggle to Success: Context-Aware Guidance for Screen Reader Users in Computer Use

Screen Reader Users in the Vibe Coding Era: Adaptation, Empowerment, and New Accessibility Landscape

Screen Reader Programmers in the Vibe Coding Era: Adaptation, Empowerment, and New Accessibility Landscape

ReMe: Scaffolding Personalized Cognitive Training via Controllable LLM-Mediated Conversations

The Potential and Value of AI Chatbot in Personalized Cognitive Training

Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely

Dual-Branch Cross-Projection Debiasing through Diffusion-based Disentanglement

Exploring Interpretability for Visual Prompt Tuning with Cross-layer Concepts

Deep learning of pretreatment ascites cytopathology for platinum-resistance risk stratification in advanced epithelial ovarian cancer

Dual-Branch Cross-Projection Debiasing through Diffusion-based Disentanglement

Beyond Semantic Organization: Memory as Execution State Management for Long-Horizon Agents

MedCUA-Bench: A Screenshot-Only Benchmark for Clinical Computer-Use Agents

Centering the marginalized: AI-driven strategies for advancing health equity in rare disease care

Do Not Let Low-Probability Tokens Over-Dominate in RL for LLMs

Tuning Medical Foundation Models for Inner Ear Temporal CT Analysis with Plug-and-play Domain Knowledge Aggregator

Reasoning-Driven Multimodal LLM for Domain Generalization

Screen Reader Users in the Vibe Coding Era: Adaptation, Empowerment, and New Accessibility Landscape

ReMe: Scaffolding Personalized Cognitive Training via Controllable LLM-Mediated Conversations

The Potential and Value of AI Chatbot in Personalized Cognitive Training

Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely

Deep learning of pretreatment ascites cytopathology for platinum-resistance risk stratification in advanced epithelial ovarian cancer

Centering the marginalized: AI-driven strategies for advancing health equity in rare disease care

Tuning Medical Foundation Models for Inner Ear Temporal CT Analysis with Plug-and-play Domain Knowledge Aggregator

Programmers Who Use Screen Readers in the Vibe Coding Era: Adaptation, Empowerment, and New Accessibility Landscape

From Struggle to Success: Context-Aware Guidance for Screen Reader Users in Computer Use

Screen Reader Programmers in the Vibe Coding Era: Adaptation, Empowerment, and New Accessibility Landscape

Do Not Let Low-Probability Tokens Over-Dominate in RL for LLMs

Do Not Let Low-Probability Tokens Over-Dominate in RL for LLMs

Programmers Who Use Screen Readers in the Vibe Coding Era: Adaptation, Empowerment, and New Accessibility Landscape

Tuning Medical Foundation Models for Inner Ear Temporal CT Analysis with Plug-and-play Domain Knowledge Aggregator

Exploring Interpretability for Visual Prompt Tuning with Cross-layer Concepts

From Struggle to Success: Context-Aware Guidance for Screen Reader Users in Computer Use

Screen Reader Programmers in the Vibe Coding Era: Adaptation, Empowerment, and New Accessibility Landscape

ReMe: Scaffolding Personalized Cognitive Training via Controllable LLM-Mediated Conversations

The Potential and Value of AI Chatbot in Personalized Cognitive Training

Deep learning of pretreatment ascites cytopathology for platinum-resistance risk stratification in advanced epithelial ovarian cancer

Centering the marginalized: AI-driven strategies for advancing health equity in rare disease care

Screen Reader Users in the Vibe Coding Era: Adaptation, Empowerment, and New Accessibility Landscape

Dual-Branch Cross-Projection Debiasing through Diffusion-based Disentanglement

Beyond Semantic Organization: Memory as Execution State Management for Long-Horizon Agents

MedCUA-Bench: A Screenshot-Only Benchmark for Clinical Computer-Use Agents

Reasoning-Driven Multimodal LLM for Domain Generalization

Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely