Federated deep long-tailed learning: A survey. - Kan Li 001; Yang Li 082; Ji Zhang 017; Xin Liu 132; Zhichao Ma 002 (Neurocomputing, 2024)

Revisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation. - Yiwei Li 001; Ji Zhang 017; Shaoxiong Feng; Peiwen Yuan; Xinglin Wang; Jiayi Shi; Yueqi Zhang; Chuyi Tan; Boyuan Pan; Yao Hu 002; Kan Li 001 (ACL (Findings), 2025)

Speculative Decoding for Multi-Sample Inference. - Yiwei Li 001; Jiayi Shi; Shaoxiong Feng; Peiwen Yuan; Xinglin Wang; Yueqi Zhang; Ji Zhang 017; Chuyi Tan; Boyuan Pan; Yao Hu 002; Kan Li 001 (EMNLP (Findings), 2025)

A client-level dynamic federated learning reweighting strategy for long-tailed classification. - Yang Li 082; Ji Zhang 017; Lin Zhang; Kan Li 001 (Expert Syst. Appl., 2025)

PatternKV: Flattening KV Representation Expands Quantization Headroom. - Ji Zhang 017; Yiwei Li 001; Shaoxiong Feng; Peiwen Yuan; Xinglin Wang; Jiayi Shi; Yueqi Zhang; Chuyi Tan; Boyuan Pan; Yao Hu 002; Kan Li 001 (CoRR, 2025)

Diagnosing and Mitigating System Bias in Self-Rewarding RL. - Chuyi Tan; Peiwen Yuan; Xinglin Wang; Yiwei Li 001; Shaoxiong Feng; Yueqi Zhang; Jiayi Shi; Ji Zhang 017; Boyuan Pan; Yao Hu 002; Kan Li 001 (CoRR, 2025)

Do Not Waste Your Rollouts: Recycling Search Experience for Efficient Test-Time Scaling. - Xinglin Wang; Jiayi Shi; Shaoxiong Feng; Peiwen Yuan; Yiwei Li 001; Yueqi Zhang; Chuyi Tan; Ji Zhang 017; Boyuan Pan; Yao Hu 002; Kan Li 001 (CoRR, 2026)

Learning More from Less: Unlocking Internal Representations for Benchmark Compression. - Yueqi Zhang; Jin Hu; Shaoxiong Feng; Peiwen Yuan; Xinglin Wang; Yiwei Li 001; Jiayi Shi; Chuyi Tan; Ji Zhang 017; Boyuan Pan; Yao Hu 002; Kan Li 001 (CoRR, 2026)

Share More, Search Less: Collaborative Parallel Thinking for Efficient Test-Time Scaling. - Xinglin Wang; Hao Lin; Shaoxiong Feng; Peiwen Yuan; Yiwei Li 001; Jiayi Shi; Yueqi Zhang; Chuyi Tan; Ji Zhang 017; Boyuan Pan; Yao Hu 002; Kan Li 001 (CoRR, 2026)