| 2026 | AAAI | Rectify Evaluation Preference: Improving LLMs' Critique on Math Reasoning via Perplexity-aware Reinforcement Learning. | Changyuan Tian, Zhicong Lu, Shuang Qian, Nayu Liu, Peiguang Li, Li Jin, Leiyi Hu, Zhizhao Zeng, Sirui Wang, Ke Zeng, Guozhi Cas |
| 2026 | ACL | How to Allocate, How to Learn? Dynamic Rollout Allocation and Advantage Modulation for Policy Optimization. | Yangyi Fang, Jiaye Lin, Xiaoliang Fu, Cong Qin, Haolin Shi, Chaowen Hu, Lu Pan, Ke Zeng, Xunliang Cai |
| 2026 | ACL | From łog π to π: Taming Divergence in Soft Clipping via Bilateral Decoupled Decay of Probability Gradient Weight. | Xiaoliang Fu, Jiaye Lin, Yangyi Fang, Chaowen Hu, Cong Qin, Zekai Shao, Binbin Zheng, Lu Pan, Ke Zeng |
| 2026 | ACL | MASPO: Unifying Gradient Utilization, Probability Mass, and Signal Reliability for Robust and Sample-Efficient LLM Reasoning. | Xiaoliang Fu, Jiaye Lin, Yangyi Fang, Binbin Zheng, Chaowen Hu, Zekai Shao, Cong Qin, Lu Pan, Ke Zeng, Xunliang Cai |
| 2026 | ACL | Turning Failures into Value: Negative Experience Replay for RLVR via Confidence Gating and Boundary Failure Sampling. | Jialiang Guo, Fucheng Xiong, Xu He, Haodong Zhao, Xingyang Li, Ke Zeng, Xunliang Cai |
| 2026 | ACL | VANE: Guiding High-Value Exploration in RLVR via Outcome-Process Novelty Shaping. | Xu He, Jialiang Guo, Fucheng Xiong, Haodong Zhao, Xingyang Li, Ke Zeng, Xunliang Cai |
| 2026 | ACL | Global Context or Local Detail? Adaptive Visual Grounding for Hallucination Mitigation. | Yubo Jiang, Xin Yang, Abudukelimu Wuerkaixi, Zheming Yuan, Xuxin Cheng, Cao Liu, Ke Zeng, Fengying Xie, Zhiguo Jiang, Haopeng Zhang |
| 2026 | ACL | PaTaRM: Bridging Pairwise and Pointwise Signals via Preference-Aware Task-Adaptive Reward Modeling. | Ai Jian, Jingqing Ruan, Xing Ma, Dailin Li, Weipeng Zhang, Ke Zeng, Xunliang Cai |
| 2026 | ACL | Harmonizing Dense and Sparse Signals in Multi-turn RL: Dual-Horizon Credit Assignment for Industrial Sales Agents. | Haojin Yang, Ai Jian, Yiwei Wang, Xinyue Huang, Weipeng Zhang, Ke Zeng, Xunliang Cai, Jingqing Ruan |
| 2026 | ACL | When 20 Agents Fail to Sort: The Distributed Sorting Benchmark for Scalable Multi-Agent Systems. | Xin Yang, Junhao Wang, Bintao Tang, Xuxin Cheng, Cao Liu, Ke Zeng, Wenyuan Jiang |
| 2026 | ACL | SILO-BENCH: A Scalable Environment for Evaluating Distributed Coordination in Multi-Agent LLM Systems. | Yuzhe Zhang, Feiran Liu, Yi Shan, Xinyi Huang, Xin Yang, Yueqi Zhu, Xuxin Cheng, Cao Liu, Ke Zeng, Terry Jingchen Zhang, Wenyuan Jiang |
| 2026 | ACL | DIFFA-2: A Practical Diffusion Large Language Model for General Audio Understanding. | Jiaming Zhou, Xuxin Cheng, Shiwan Zhao, Yuhang Jia, Cao Liu, Ke Zeng, Xunliang Cai, Yong Qin |
| 2026 | SIGIR | Meituan Merchant Business Diagnosis via Policy-Guided Dual-Process User Simulation. | Ziyang Chen, Renbing Chen, Daowei Li, Jinzhi Liao, Jiashen Sun, Ke Zeng, Xiang Zhao |
| 2026 | SIGIR | Factorized Latent Reasoning for LLM-based Recommendation. | Tianqi Gao, Chengkai Huang, Zihan Wang, Cao Liu, Ke Zeng, Lina Yao |
| 2026 | SIGIR | Purifying Multimodal Retrieval: Fragment-Level Evidence Selection for RAG. | Xihang Wang, Zihan Wang, Chengkai Huang, Cao Liu, Ke Zeng, Quan Z. Sheng, Lina Yao |
| 2025 | ACL | Don't Half-listen: Capturing Key-part Information in Continual Instruction Tuning. | Yongquan He, Wenyuan Zhang, Xuancheng Huang, Peng Zhang, Lingxun Meng, Xiang Zhou, Ke Zeng, Xunliang Cai |
| 2025 | ASRU | OOQ: Outlier-Oriented Quantization for Efficient Large Language Models. | Haoyu Wang, Bei Liu, Hang Shao, Bo Xiao, Ke Zeng, Guanglu Wan, Yanmin Qian |
| 2025 | EMNLP | Enhancing Efficiency and Exploration in Reinforcement Learning for LLMs. | Mengqi Liao, Xiangyu Xi, Ruinian Chen, Jia Leng, Yangen Hu, Ke Zeng, Shuai Liu, Huaiyu Wan |
| 2025 | EMNLP | A Reasoner for Real-World Event Detection: Scaling Reinforcement Learning via Adaptive Perplexity-Aware Sampling Strategy. | Xiaoyun Zhang, Jingqing Ruan, Xing Ma, Yawen Zhu, Jiansong Chen, Ke Zeng, Xunliang Cai |
| 2025 | EMNLP | When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning. | Xiaoyun Zhang, Jingqing Ruan, Xing Ma, Yawen Zhu, Haodong Zhao, Hao Li, Jiansong Chen, Ke Zeng, Xunliang Cai |
| 2025 | ICIG | Improved UAV Aerial Vehicle Detection Algorithm Based on YOLOv11n. | Ke Zeng, Wangsheng Yu, Xianxiang Qin, Jinling Han, Zhiqiang Hou, Sugang Ma |
| 2024 | ACL | Dual-Stage Multi-Task Syntax-Oriented Pre-Training for Syntactically Controlled Paraphrase Generation. | Hongxu Liu, Xiaojie Wang, Jiashen Sun, Ke Zeng, Guanglu Wan |
| 2024 | ACL | Learning or Self-aligning? Rethinking Instruction Fine-tuning. | Mengjie Ren, Boxi Cao, Hongyu Lin, Cao Liu, Xianpei Han, Ke Zeng, Guanglu Wan, Xunliang Cai, Le Sun |
| 2023 | HCI | Effects of Image Size and Position on Text Legibility of Foldable Smartphones. | Ke Zeng, Qiannan Deng, Haining Wang |
| 2018 | MICCAI | Generative Discriminative Models for Multivariate Inference and Statistical Mapping in Medical Imaging. | Erdem Varol, Aristeidis Sotiras, Ke Zeng, Christos Davatzikos |
| 2016 | MICCAI | Segmentation of Gliomas in Pre-operative and Post-operative Multimodal Magnetic Resonance Imaging Volumes Based on a Hybrid Generative-Discriminative Framework. | Ke Zeng, Spyridon Bakas, Aristeidis Sotiras, Hamed Akbari, Martin Rozycki, Saima Rathore, Sarthak Pati, Christos Davatzikos |
| 2015 | MICCAI | GLISTRboost: Combining Multimodal MRI Segmentation, Registration, and Biophysical Tumor Growth Modeling with Gradient Boosting Machines for Glioma Segmentation. | Spyridon Bakas, Ke Zeng, Aristeidis Sotiras, Saima Rathore, Hamed Akbari, Bilwaj Gaonkar, Martin Rozycki, Sarthak Pati, Christos Davatzikos |
| 2015 | MICCAI | Estimating Patient Specific Templates for Pre-operative and Follow-Up Brain Tumor Registration. | Dongjin Kwon, Ke Zeng, Michel Bilello, Christos Davatzikos |
| 2013 | HPCC | Correlation Analysis of Multivariate Neural Signals with Massively Parallel Wavelet Coherence. | Weizhou Peng, Yangyang Hu, Ke Zeng, Xiaodao Chen, Dan Chen, Haiqing Chen, Jiaqin Yan, Xiaoli Li |
| 2010 | GLOBECOM | Energy-Aware Server Provisioning in Large Scale Video-On-Demand Systems. | Ke Zeng, Jian Yang |
| 2008 | ICICS | Access with Fast Batch Verifiable Anonymous Credentials. | Ke Zeng |
| 2008 | ICICS | Publicly Verifiable Remote Data Integrity. | Ke Zeng |