From Trojan Horses to Castle Walls: Unveiling Bilateral Backdoor Effects in Diffusion Models. - Zhuoshi Pan; Yuguang Yao; Gaowen Liu; Bingquan Shen; H. Vicky Zhao; Ramana Rao Kompella; Sijia Liu 001 (CoRR, 2023)

LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression. - Zhuoshi Pan; Qianhui Wu; Huiqiang Jiang; Menglin Xia; Xufang Luo; Jue Zhang; Qingwei Lin; Victor Rühle; Yuqing Yang 001; Chin-Yew Lin; H. Vicky Zhao; Lili Qiu; et al. (ACL (Findings), 2024)

From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion Models. - Zhuoshi Pan; Yuguang Yao; Gaowen Liu; Bingquan Shen; H. Vicky Zhao; Ramana Kompella; Sijia Liu 001 (NeurIPS, 2024)

TokenSelect: Efficient Long-Context Inference and Length Extrapolation for LLMs via Dynamic Token-Level KV Cache Selection. - Wei Wu 045; Zhuoshi Pan; Chao Wang 086; Liyi Chen 001; Yunchu Bai; Kun Fu; Zheng Wang 027; Hui Xiong 001 (CoRR, 2024)

LEMMA: Learning from Errors for MatheMatical Advancement in LLMs. - Zhuoshi Pan; Yu Li; Honglin Lin; Qizhi Pei; Zinan Tang; Wei Wu; Chenlin Ming; H. Vicky Zhao; Conghui He; Lijun Wu (ACL (Findings), 2025)

MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion. - Qizhi Pei; Lijun Wu 003; Zhuoshi Pan; Yu Li 006; Honglin Lin; Chenlin Ming; Xin Gao 001; Conghui He; Rui Yan 001 (ACL (1), 2025)

InvestAlign: Overcoming Data Scarcity in Aligning Large Language Models with Investor Decision-Making Processes Under Herd Behavior. - Huisheng Wang; Zhuoshi Pan; Hangjing Zhang; Mingxiao Liu; Hanqing Gao; H. Vicky Zhao (ACL (1), 2025)

SeCom: On Memory Construction and Retrieval for Personalized Conversational Agents. - Zhuoshi Pan; Qianhui Wu; Huiqiang Jiang; Xufang Luo; Hao Cheng 002; Dongsheng Li 002; Yuqing Yang 001; Chin-Yew Lin; H. Vicky Zhao; Lili Qiu; Jianfeng Gao 001 (ICLR, 2025)

On Memory Construction and Retrieval for Personalized Conversational Agents. - Zhuoshi Pan; Qianhui Wu; Huiqiang Jiang; Xufang Luo; Hao Cheng 002; Dongsheng Li 002; Yuqing Yang 001; Chin-Yew Lin; H. Vicky Zhao; Lili Qiu; Jianfeng Gao 001 (CoRR, 2025)

MetaLadder: Ascending Mathematical Solution Quality via Analogical-Problem Reasoning Transfer. - Honglin Lin; Zhuoshi Pan; Yu Li; Qizhi Pei; Xin Gao; Mengzhang Cai; Conghui He; Lijun Wu (CoRR, 2025)

MathFusion: Enhancing Mathematic Problem-solving of LLM through Instruction Fusion. - Qizhi Pei; Lijun Wu 003; Zhuoshi Pan; Yu Li 006; Honglin Lin; Chenlin Ming; Xin Gao 001; Conghui He; Rui Yan 001 (CoRR, 2025)

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment. - Chenlin Ming; Chendi Qu; Mengzhang Cai; Qizhi Pei; Zhuoshi Pan; Yu Li; Xiaoming Duan; Lijun Wu; Conghui He (CoRR, 2025)

Lightweight Transformer via Unrolling of Mixed Graph Algorithms for Traffic Forecast. - Ji Qi; Tam Thuc Do; Mingxiao Liu; Zhuoshi Pan; Yuzhe Li; Gene Cheung; H. Vicky Zhao (CoRR, 2025)

REST: Stress Testing Large Reasoning Models by Asking Multiple Problems at Once. - Zhuoshi Pan; Qizhi Pei; Yu Li; Qiyao Sun; Zinan Tang; H. Vicky Zhao; Conghui He; Lijun Wu (CoRR, 2025)

Can One Domain Help Others? A Data-Centric Study on Multi-Domain Reasoning via Reinforcement Learning. - Yu Li 006; Zhuoshi Pan; Honglin Lin; Mengyuan Sun; Conghui He; Lijun Wu 003 (CoRR, 2025)