Beware of Model Collapse! Fast and Stable Test-time Adaptation for Robust Question Answering. - Yi Su 006; Yixin Ji; Juntao Li; Hai Ye; Min Zhang 005 (EMNLP, 2023)

Test-Time Adaptation with Perturbation Consistency Learning. - Yi Su 006; Yixin Ji; Juntao Li; Hai Ye; Min Zhang 005 (CoRR, 2023)

Demonstration Augmentation for Zero-shot In-context Learning. - Yi Su 006; Yunpeng Tai; Yixin Ji; Juntao Li; Yan Bowen; Min Zhang 005 (ACL (Findings), 2024)

OpenBA-V2: Reaching 77.3% High Compression Ratio with Fast Multi-Stage Pruning. - Dan Qiao; Yi Su 006; Pinzheng Wang; Jing Ye; Wenjing Xie; Yuechi Zhou; Yuyang Ding; Zecheng Tang; Jikai Wang; Yixin Ji; Yue Wang 039; Pei Guo; et al. (CoRR, 2024)

Demonstration Augmentation for Zero-shot In-context Learning. - Yi Su 006; Yunpeng Tai; Yixin Ji; Juntao Li; Bowen Yan; Min Zhang 005 (CoRR, 2024)

Accurate KV Cache Quantization with Outlier Tokens Tracing. - Yi Su 006; Yuechi Zhou; Quantong Qiu; Juntao Li; Qingrong Xia; Ping Li 016; Xinyu Duan; Zhefeng Wang 001; Min Zhang 005 (ACL (1), 2025)

OPT-Tree: Speculative Decoding with Adaptive Draft Tree Structure. - Jikai Wang; Yi Su 006; Juntao Li; Qingrong Xia; Zi Ye; Xinyu Duan; Zhefeng Wang 001; Min Zhang 005 (Trans. Assoc. Comput. Linguistics, 2025)

Crossing the Reward Bridge: Expanding RL with Verifiable Rewards Across Diverse Domains. - Yi Su 006; Dian Yu 001; Linfeng Song; Juntao Li; Haitao Mi; Zhaopeng Tu; Min Zhang 005; Dong Yu 001 (CoRR, 2025)

CaliDrop: KV Cache Compression with Calibration. - Yi Su 006; Quantong Qiu; Yuechi Zhou; Juntao Li; Qingrong Xia; Ping Li 016; Xinyu Duan; Zhe-Feng Wang 001; Min Zhang 005 (CoRR, 2025)