CodeIF-Bench: Evaluating Instruction-Following Capabilities of Large Language Models in Interactive Code Generation. - Peiding Wang; Li Zhang; Fang Liu; Lin Shi; Minxiao Li; Bo Shen; An Fu (CoRR, 2025)

Reuse or Generate? Accelerating Code Editing via Edit-Oriented Speculative Decoding. - Peiding Wang; Li Zhang; Fang Liu; Yinghao Zhu; Wang Xu; Lin Shi; Xiaoli Lian; Minxiao Li; Bo Shen; An Fu (CoRR, 2025)