Zhengmian Hu
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
18
Venues
9
Active years
2021–2025
Best venue rank
A*
Where they publish
Papers
18 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ACL | GUI Agents: A Survey. | Dang Nguyen, Jian Chen, Yu Wang, Gang Wu, Namyong Park, Zhengmian Hu, Hanjia Lyu, Junda Wu, Ryan Aponte, Yu Xia, Xintong Li, Jing Shi, Hongjie Chen, Viet Dac Lai, Zhouhang Xie, Sungchul Kim, Ruiyi Zhang, Tong Yu, Md. Mehrab Tanjim, Nesreen K. Ahmed, Puneet Mathur, Seunghyun Yoon, Lina Yao, Branislav Kveton, Jihyung Kil, Thien Huu Nguyen, Trung Bui, Tianyi Zhou, Ryan A. Rossi, Franck Dernoncourt |
| 2025 | ACL | Cautious Next Token Prediction. | Yizhou Wang, Lingzhi Zhang, Yue Bai, Mang Tik Chiu, Zhengmian Hu, Mingyuan Zhang, Qihua Dong, Yu Yin, Sohrab Amirghodsi, Yun Fu |
| 2025 | ACL | From Selection to Generation: A Survey of LLM-based Active Learning. | Yu Xia, Subhojyoti Mukherjee, Zhouhang Xie, Junda Wu, Xintong Li, Ryan Aponte, Hanjia Lyu, Joe Barrow, Hongjie Chen, Franck Dernoncourt, Branislav Kveton, Tong Yu, Ruiyi Zhang, Jiuxiang Gu, Nesreen K. Ahmed, Yu Wang, Xiang Chen, Hanieh Deilamsalehy, Sungchul Kim, Zhengmian Hu, Yue Zhao, Nedim Lipka, Seunghyun Yoon, Ting-Hao 'Kenneth' Huang, Zichao Wang, Puneet Mathur, Soumyabrata Pal, Koyel Mukherjee, Zhehao Zhang, Namyong Park, Thien Huu Nguyen, Jiebo Luo, Ryan A. Rossi, Julian J. McAuley |
| 2025 | ASRU | AsyncVoice Agent: Real-Time Explanation for LLM Planning and Reasoning. | Yueqian Lin, Zhengmian Hu, Jayakumar Subramanian, Qinsi Wang, Nikos Vlassis, Hai Li, Yiran Chen |
| 2025 | ICLR | Towards Optimal Multi-draft Speculative Decoding. | Zhengmian Hu, Tong Zheng, Vignesh Viswanathan, Ziyi Chen, Ryan A. Rossi, Yihan Wu, Dinesh Manocha, Heng Huang |
| 2025 | RANLP | A Survey on Small Language Models. | Chien Van Nguyen, Xuan Shen, Ryan Aponte, Yu Xia, Samyadeep Basu, Zhengmian Hu, Jian Chen, Mihir Parmar, Sasidhar Kunapuli, Joe Barrow, Junda Wu, Ashish Singh, Yu Wang, Jiuxiang Gu, Nesreen K. Ahmed, Nedim Lipka, Ruiyi Zhang, Xiang Chen, Tong Yu, Sungchul Kim, Hanieh Deilamsalehy, Namyong Park, Michael Rimer, Zhehao Zhang, Huanrui Yang, Puneet Mathur, Gang Wu, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen |
| 2024 | EMNLP | A Bayesian Approach to Harnessing the Power of LLMs in Authorship Attribution. | Zhengmian Hu, Tong Zheng, Heng Huang |
| 2024 | ICLR | Unbiased Watermark for Large Language Models. | Zhengmian Hu, Lichang Chen, Xidong Wu, Yihan Wu, Hongyang Zhang, Heng Huang |
| 2024 | ICML | Accelerated Speculative Sampling Based on Tree Monte Carlo. | Zhengmian Hu, Heng Huang |
| 2024 | ICML | A Resilient and Accessible Distribution-Preserving Watermark for Large Language Models. | Yihan Wu, Zhengmian Hu, Junfeng Guo, Hongyang Zhang, Heng Huang |
| 2023 | AAAI | Decentralized Riemannian Algorithm for Nonconvex Minimax Problems. | Xidong Wu, Zhengmian Hu, Heng Huang |
| 2023 | AAAI | Faster Adaptive Federated Learning. | Xidong Wu, Feihu Huang, Zhengmian Hu, Heng Huang |
| 2023 | AISTATS | AdaGDA: Faster Adaptive Gradient Descent Ascent Methods for Minimax Optimization. | Feihu Huang, Xidong Wu, Zhengmian Hu |
| 2023 | ICML | Tighter Analysis for ProxSkip. | Zhengmian Hu, Heng Huang |
| 2023 | ICML | Beyond Lipschitz Smoothness: A Tighter Analysis for Nonconvex Optimization. | Zhengmian Hu, Xidong Wu, Heng Huang |
| 2023 | KDD | Serverless Federated AUPRC Optimization for Multi-Party Collaborative Imbalanced Data Mining. | Xidong Wu, Zhengmian Hu, Jian Pei, Heng Huang |
| 2021 | AAAI | Fast and Scalable Adversarial Training of Kernel SVM via Doubly Stochastic Gradients. | Huimin Wu, Zhengmian Hu, Bin Gu |
| 2021 | ICML | On the Random Conjugate Kernel and Neural Tangent Kernel. | Zhengmian Hu, Heng Huang |