Learning to Contrast the Counterfactual Samples for Robust Visual Question Answering. - Zujie Liang; Weitao Jiang; Haifeng Hu 001; Jiaying Zhu (EMNLP (1), 2020)

Maria: A Visual Experience Powered Conversational Agent. - Zujie Liang; Huang Hu; Can Xu; Chongyang Tao; Xiubo Geng; Yining Chen; Fan Liang; Daxin Jiang (ACL/IJCNLP (1), 2021)

Learning Neural Templates for Recommender Dialogue System. - Zujie Liang; Huang Hu; Can Xu; Jian Miao; Yingying He; Yining Chen; Xiubo Geng; Fan Liang; Daxin Jiang (EMNLP (1), 2021)

LPF: A Language-Prior Feedback Objective Function for De-biased Visual Question Answering. - Zujie Liang; Haifeng Hu 001; Jiaying Zhu (SIGIR, 2021)

TransPCC: Towards Deep Point Cloud Compression via Transformers. - Zujie Liang; Fan Liang (ICMR, 2022)

Prompts Can Play Lottery Tickets Well: Achieving Lifelong Information Extraction via Lottery Prompt Tuning. - Zujie Liang; Feng Wei; Yin Jie; Yuxi Qian; Zhenghong Hao; Bing Han (ACL (1), 2023)

Hierarchical Prompt Tuning for Few-Shot Multi-Task Learning. - Jingping Liu; Tao Chen 019; Zujie Liang; Haiyun Jiang; Yanghua Xiao; Feng Wei; Yuxi Qian; Zhenghong Hao; Bing Han 017 (CIKM, 2023)

CR-LLM: A Dataset and Optimization for Concept Reasoning of Large Language Models. - Nianqi Li; Jingping Liu; Sihang Jiang; Haiyun Jiang; Yanghua Xiao; Jiaqing Liang; Zujie Liang; Feng Wei; Jinglei Chen; Zhenghong Hao; Bing Han 017 (ACL (Findings), 2024)

SEGMENT+: Long Text Processing with Short-Context Language Models. - Wei Shi; Shuang Li; Kerun Yu; Jinglei Chen; Zujie Liang; Xinhui Wu; Yuxi Qian; Feng Wei; Bo Zheng; Jiaqing Liang; Jiangjie Chen; Yanghua Xiao (EMNLP, 2024)

SLMRec: Empowering Small Language Models for Sequential Recommendation. - Wujiang Xu; Zujie Liang; Jiaojiao Han; Xuying Ning; Wenfang Lin; Linxun Chen; Feng Wei; Yongfeng Zhang (CoRR, 2024)

Teaching Large Language Models to Express Knowledge Boundary from Their Own Signals. - Lida Chen; Zujie Liang; Xintao Wang 001; Jiaqing Liang; Yanghua Xiao; Feng Wei; Jinglei Chen; Zhenghong Hao; Bing Han 017; Wei Wang 009 (CoRR, 2024)

QUILL: Quotation Generation Enhancement of Large Language Models. - Jin Xiao; Bowei Zhang; Qianyu He; Jiaqing Liang; Feng Wei; Jinglei Chen; Zujie Liang; Deqing Yang; Yanghua Xiao (CoRR, 2024)

MultiLingPoT: Enhancing Mathematical Reasoning with Multilingual Program Fine-tuning. - Nianqi Li; Zujie Liang; Siyu Yuan; Jiaqing Liang; Feng Wei; Yanghua Xiao (CoRR, 2024)

Past Meets Present: Creating Historical Analogy with Large Language Models. - Nianqi Li; Siyu Yuan; Jiangjie Chen; Jiaqing Liang; Feng Wei; Zujie Liang; Deqing Yang; Yanghua Xiao (ACL (1), 2025)

iAgent: LLM Agent as a Shield between User and Recommender Systems. - Wujiang Xu; Yunxiao Shi; Zujie Liang; Xuying Ning; Kai Mei; Kun Wang; Xi Zhu; Min Xu; Yongfeng Zhang (ACL (Findings), 2025)

SLMRec: Distilling Large Language Models into Small for Sequential Recommendation. - Wujiang Xu; Qitian Wu; Zujie Liang; Jiaojiao Han; Xuying Ning; Yunxiao Shi; Wenfang Lin; Yongfeng Zhang (ICLR, 2025)

A-MEM: Agentic Memory for LLM Agents. - Wujiang Xu; Zujie Liang; Kai Mei; Hang Gao; Juntao Tan; Yongfeng Zhang (CoRR, 2025)

InstructAgent: Building User Controllable Recommender via LLM Agent. - Wujiang Xu; Yunxiao Shi; Zujie Liang; Xuying Ning; Kai Mei; Kun Wang 056; Xi Zhu; Min Xu; Yongfeng Zhang (CoRR, 2025)

I-MCTS: Enhancing Agentic AutoML via Introspective Monte Carlo Tree Search. - Zujie Liang; Feng Wei; Wujiang Xu; Lin Chen; Yuxi Qian; Xinhui Wu (CoRR, 2025)

PowerAttention: Exponentially Scaling of Receptive Fields for Effective Sparse Attention. - Lida Chen; Dong Xu; Chenxin An; Xintao Wang 001; Yikai Zhang 004; Jiangjie Chen; Zujie Liang; Feng Wei; Jiaqing Liang; Yanghua Xiao; Wei Wang 009 (CoRR, 2025)