Long Context is Not Long at All: A Prospector of Long-Dependency Data for Large Language Models. - Longze Chen; Ziqiang Liu; Wanwei He; Yinhe Zheng; Hao Sun; Yunshui Li; Run Luo; Min Yang 007 (ACL (1), 2024)

Marathon: A Race Through the Realm of Long Context with Large Language Models. - Lei Zhang 201; Yunshui Li; Ziqiang Liu; Jiaxi Yang; Junhao Liu 001; Longze Chen; Run Luo; Min Yang 007 (ACL (1), 2024)

Ruler: A Model-Agnostic Method to Control Generated Length for Large Language Models. - Jiaming Li 004; Lei Zhang 201; Yunshui Li; Ziqiang Liu; Yuelin Bai; Run Luo; Longze Chen; Min Yang 007 (EMNLP (Findings), 2024)

Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA. - Minzheng Wang 001; Longze Chen; Fu Cheng; Shengyi Liao; Xinghua Zhang 001; Bingli Wu; Haiyang Yu 003; Nan Xu; Lei Zhang 201; Run Luo; Yunshui Li; Min Yang 007; et al. (EMNLP, 2024)

DEFT: Distribution-guided Efficient Fine-Tuning for Human Alignment. - Liang Zhu; Feiteng Fang; Yuelin Bai; Longze Chen; Zhexiang Zhang; Minghuan Tan; Min Yang 007 (EMNLP (Findings), 2024)

DEEM: Diffusion Models Serve as the Eyes of Large Language Models for Image Perception. - Run Luo; Yunshui Li; Longze Chen; Wanwei He; Ting-En Lin; Ziqiang Liu; Lei Zhang 201; Zikai Song; Xiaobo Xia; Tongliang Liu; Min Yang 007; Binyuan Hui (CoRR, 2024)

Long Context is Not Long at All: A Prospector of Long-Dependency Data for Large Language Models. - Longze Chen; Ziqiang Liu; Wanwei He; Yunshui Li; Run Luo; Min Yang 007 (CoRR, 2024)

Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA. - Minzheng Wang 001; Longze Chen; Cheng Fu 003; Shengyi Liao; Xinghua Zhang 001; Bingli Wu; Haiyang Yu 003; Nan Xu; Lei Zhang 201; Run Luo; Yunshui Li; Min Yang 007; et al. (CoRR, 2024)

Hierarchical Context Pruning: Optimizing Real-World Code Completion with Repository-Level Pretrained Code LLMs. - Lei Zhang 201; Yunshui Li; Jiaming Li 004; Xiaobo Xia; Jiaxi Yang; Run Luo; Minzheng Wang 001; Longze Chen; Junhao Liu 001; Min Yang 007 (CoRR, 2024)

MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct. - Run Luo; Haonan Zhang; Longze Chen; Ting-En Lin; Xiong Liu; Yuchuan Wu; Min Yang 007; Minzheng Wang 001; Pengpeng Zeng; Lianli Gao; Heng Tao Shen; Yunshui Li; et al. (CoRR, 2024)

The Imperative of Conversation Analysis in the Era of LLMs: A Survey of Tasks, Techniques, and Trends. - Xinghua Zhang 001; Haiyang Yu 003; Yongbin Li; Minzheng Wang 001; Longze Chen; Fei Huang 002 (CoRR, 2024)

PersonaMath: Enhancing Math Reasoning through Persona-Driven Data Augmentation. - Jing Luo; Run Luo; Longze Chen; Liang Zhu; Chang Ao; Jiaming Li 004; Yukun Chen; Xin Cheng; Wen Yang; Jiayuan Su; Chengming Li; Min Yang 007 (CoRR, 2024)

IP-MOT: Instance Prompt Learning for Cross-Domain Multi-Object Tracking. - Run Luo; Zikai Song; Longze Chen; Yunshui Li; Min Yang 007; Wei Yang 034 (CoRR, 2024)

Hierarchical Context Pruning: Optimizing Real-World Code Completion with Repository-Level Pretrained Code LLMs. - Lei Zhang 201; Yunshui Li; Jiaming Li 004; Xiaobo Xia; Jiaxi Yang; Run Luo; Minzheng Wang 001; Longze Chen; Junhao Liu 001; Qiang Qu; Min Yang 007 (AAAI, 2025)

STORYTELLER: An Enhanced Plot-Planning Framework for Coherent and Cohesive Story Generation. - Jiaming Li 004; Yukun Chen; Ziqiang Liu; Minghuan Tan; Lei Zhang 201; Yunshui Li; Run Luo; Longze Chen; Jing Luo; Ahmadreza Argha; Hamid Alinejad-Rokny; Wei Zhou 028; et al. (ACL (Findings), 2025)

CLaSp: In-Context Layer Skip for Self-Speculative Decoding. - Longze Chen; Renke Shan; Huiming Wang; Lu Wang; Ziqiang Liu; Run Luo; Jiawei Wang; Hamid Alinejad-Rokny; Min Yang 007 (ACL (1), 2025)

MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct. - Run Luo; Haonan Zhang; Longze Chen; Ting-En Lin; Xiong Liu; Yuchuan Wu; Min Yang 007; Yongbin Li; Minzheng Wang 001; Pengpeng Zeng; Lianli Gao; Heng Tao Shen; et al. (ACL (Findings), 2025)

DEEM: Diffusion models serve as the eyes of large language models for image perception. - Run Luo; Yunshui Li; Longze Chen; Wanwei He; Ting-En Lin; Ziqiang Liu; Lei Zhang 201; Zikai Song; Hamid Rokny; Xiaobo Xia; Tongliang Liu; Binyuan Hui; et al. (ICLR, 2025)

OpenOmni: Large Language Models Pivot Zero-shot Omnimodal Alignment across Language with Real-time Self-Aware Emotional Speech Synthesis. - Run Luo; Ting-En Lin; Haonan Zhang; Yuchuan Wu; Xiong Liu; Min Yang 007; Yongbin Li; Longze Chen; Jiaming Li 004; Lei Zhang 201; Yangyi Chen; Hamid Alinejad-Rokny; et al. (CoRR, 2025)

IPBench: Benchmarking the Knowledge of Large Language Models in Intellectual Property. - Qiyao Wang; Guhong Chen; Hongbo Wang; Huaren Liu; Minghui Zhu; Zhifei Qin; Linwei Li; Yilin Yue; Shiqiang Wang; Jiayan Li; Yihang Wu; Ziqiang Liu; et al. (CoRR, 2025)

VCM: Vision Concept Modeling Based on Implicit Contrastive Learning with Vision-Language Instruction Fine-Tuning. - Run Luo; Renke Shan; Longze Chen; Ziqiang Liu; Lu Wang; Min Yang 007; Xiaobo Xia (CoRR, 2025)

EVADE: Multimodal Benchmark for Evasive Content Detection in E-Commerce Applications. - Ancheng Xu; Zhihao Yang; Jingpeng Li; Guanghu Yuan; Longze Chen; Liang Yan; Jiehui Zhou; Zhen Qin; Hengyun Chang; Hamid Alinejad-Rokny; Bo Zheng; Min Yang 007 (CoRR, 2025)