Generating Informative Responses with Controlled Sentence Function. - Pei Ke; Jian Guan 002; Minlie Huang; Xiaoyan Zhu 001 (ACL (1), 2018)

Story Ending Generation with Incremental Encoding and Commonsense Knowledge. - Jian Guan 002; Yansen Wang; Minlie Huang (AAAI, 2019)

A Model-Based Reinforcement Learning with Adversarial Training for Online Recommendation. - Xueying Bai; Jian Guan 002; Hongning Wang (NeurIPS, 2019)

UNION: An Unreferenced Metric for Evaluating Open-ended Story Generation. - Jian Guan 002; Minlie Huang (EMNLP (1), 2020)

CoTK: An Open-Source Toolkit for Fast Development and Fair Evaluation of Text Generation. - Fei Huang 005; Dazhen Wan; Zhihong Shao; Pei Ke; Jian Guan 002; Yilin Niu; Xiaoyan Zhu 001; Minlie Huang (CoRR, 2020)

A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation. - Jian Guan 002; Fei Huang 005; Minlie Huang; Zhihao Zhao; Xiaoyan Zhu 001 (Trans. Assoc. Comput. Linguistics, 2020)

Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence. - Jian Guan 002; Xiaoxi Mao; Changjie Fan; Zitao Liu 001; Wenbiao Ding; Minlie Huang (ACL/IJCNLP (1), 2021)

OpenMEVA: A Benchmark for Evaluating Open-ended Story Generation Metrics. - Jian Guan 002; Zhexin Zhang; Zhuoer Feng; Zitao Liu 001; Wenbiao Ding; Xiaoxi Mao; Changjie Fan; Minlie Huang (ACL/IJCNLP (1), 2021)

Stylized Story Generation with Style-Guided Planning. - Xiangzhe Kong; Jialiang Huang; Ziquan Tung; Jian Guan 002; Minlie Huang (ACL/IJCNLP (Findings), 2021)

CPM-2: Large-scale cost-effective pre-trained language models. - Zhengyan Zhang; Yuxian Gu; Xu Han 007; Shengqi Chen 001; Chaojun Xiao; Zhenbo Sun; Yuan Yao 013; Fanchao Qi; Jian Guan 002; Pei Ke; Yanzheng Cai; Guoyang Zeng; et al. (AI Open, 2021)

CPM: A large-scale generative Chinese Pre-trained language model. - Zhengyan Zhang; Xu Han 007; Hao Zhou 012; Pei Ke; Yuxian Gu; Deming Ye; Yujia Qin; Yusheng Su; Haozhe Ji; Jian Guan 002; Fanchao Qi; Xiaozhi Wang; et al. (AI Open, 2021)

LOT: A Benchmark for Evaluating Chinese Long Text Understanding and Generation. - Jian Guan 002; Zhuoer Feng; Yamei Chen; Ruilin He; Xiaoxi Mao; Changjie Fan; Minlie Huang (CoRR, 2021)

CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark. - Yuan Yao 013; Qingxiu Dong; Jian Guan 002; Boxi Cao; Zhengyan Zhang; Chaojun Xiao; Xiaozhi Wang; Fanchao Qi; Junwei Bao 001; Jinran Nie; Zheni Zeng; Yuxian Gu; et al. (CoRR, 2021)

Automatic Comment Generation for Chinese Student Narrative Essays. - Zhexin Zhang; Jian Guan 002; Guowei Xu; Yixiang Tian; Minlie Huang (EMNLP (Demos), 2022)

A Corpus for Understanding and Generating Moral Stories. - Jian Guan 002; Ziqi Liu; Minlie Huang (NAACL-HLT, 2022)

Persona-Guided Planning for Controlling the Protagonist's Persona in Story Generation. - Zhexin Zhang; Jiaxin Wen; Jian Guan 002; Minlie Huang (NAACL-HLT, 2022)

A Benchmark for Understanding and Generating Dialogue between Characters in Stories. - Jianzhu Yao; Ziqi Liu; Jian Guan 002; Minlie Huang (CoRR, 2022)

LOT: A Story-Centric Benchmark for Evaluating Chinese Long Text Understanding and Generation. - Jian Guan 002; Zhuoer Feng; Yamei Chen; Ruilin He; Xiaoxi Mao; Changjie Fan; Minlie Huang (Trans. Assoc. Comput. Linguistics, 2022)

Generating Coherent Narratives by Learning Dynamic and Discrete Entity States with a Contrastive Framework. - Jian Guan 002; Zhenyu Yang; Rongsheng Zhang; Zhipeng Hu; Minlie Huang (AAAI, 2023)

Mitigating the Learning Bias towards Repetition by Self-Contrastive Training for Open-Ended Generation. - Jian Guan 002; Minlie Huang (ACL (Findings), 2023)

Self-Supervised Sentence Polishing by Adding Engaging Modifiers. - Zhexin Zhang; Jian Guan 002; Xin Cui; Yu Ran; Bo Liu; Minlie Huang (ACL (demo), 2023)

StoryTrans: Non-Parallel Story Author-Style Transfer with Discourse Representations and Content Enhancing. - Xuekai Zhu; Jian Guan 002; Minlie Huang; Juan Liu (ACL (1), 2023)

Re³Dial: Retrieve, Reorganize and Rescale Conversations for Long-Turn Open-Domain Dialogue Pre-training. - Jiaxin Wen; Hao Zhou 012; Jian Guan 002; Jie Zhou 016; Minlie Huang (EMNLP, 2023)

From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis. - Chuanqi Cheng; Jian Guan 002; Wei Wu 014; Rui Yan 001 (EMNLP, 2024)

Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules. - Zhuocheng Gong; Ang Lv; Jian Guan 002; Wei Wu 014; Huishuai Zhang; Minlie Huang; Dongyan Zhao 001; Rui Yan 001 (EMNLP, 2024)

Language Models Hallucinate, but May Excel at Fact Verification. - Jian Guan 002; Jesse Dodge; David Wadden; Minlie Huang; Hao Peng 009 (NAACL-HLT, 2024)

AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback. - Jian Guan 002; Wei Wu 014; Zujie Wen; Peng Xu; Hongning Wang; Minlie Huang (NeurIPS, 2024)

Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules. - Zhuocheng Gong; Ang Lv; Jian Guan 002; Junxi Yan; Wei Wu 014; Huishuai Zhang; Minlie Huang; Dongyan Zhao 001; Rui Yan 001 (CoRR, 2024)

CodePlan: Unlocking Reasoning Potential in Large Langauge Models by Scaling Code-form Planning. - Jiaxin Wen; Jian Guan 002; Hongning Wang; Wei Wu 014; Minlie Huang (CoRR, 2024)

A Survey on Personalized Alignment - The Missing Piece for Large Language Models in Real-World Applications. - Jian Guan 002; Junfei Wu; Jia-Nan Li; Chuanqi Cheng; Wei Wu 014 (ACL (Findings), 2025)

CodePlan: Unlocking Reasoning Potential in Large Language Models by Scaling Code-form Planning. - Jiaxin Wen; Jian Guan 002; Hongning Wang; Wei Wu 014; Minlie Huang (ICLR, 2025)

2D-TPE: Two-Dimensional Positional Encoding Enhances Table Understanding for Large Language Models. - Jia-Nan Li; Jian Guan 002; Wei Wu 014; Zhengtao Yu 001; Rui Yan 001 (WWW, 2025)

Human Decision-making is Susceptible to AI-driven Manipulation. - Sahand Sabour; June M. Liu; Siyang Liu 003; Chris Z. Yao; Shiyao Cui; Xuanming Zhang; Wen Zhang; Yaru Cao; Advait Bhat; Jian Guan 002; Wei Wu 014; Rada Mihalcea; et al. (CoRR, 2025)

PromptCoT: Synthesizing Olympiad-level Problems for Mathematical Reasoning in Large Language Models. - Xueliang Zhao; Wei Wu 014; Jian Guan 002; Lingpeng Kong (CoRR, 2025)

From 1,000,000 Users to Every User: Scaling Up Personalized Preference for User-level Alignment. - Jia-Nan Li; Jian Guan 002; Songhao Wu; Wei Wu 014; Rui Yan 001 (CoRR, 2025)

Scaling Video-Language Models to 10K Frames via Hierarchical Differential Distillation. - Chuanqi Cheng; Jian Guan 002; Wei Wu 014; Rui Yan 001 (CoRR, 2025)

Latent Preference Coding: Aligning Large Language Models via Discrete Latent Codes. - Zhuocheng Gong; Jian Guan 002; Wei Wu 014; Huishuai Zhang; Dongyan Zhao 001 (CoRR, 2025)

Reinforcing Spatial Reasoning in Vision-Language Models with Interwoven Thinking and Visual Drawing. - Junfei Wu; Jian Guan 002; Kaituo Feng; Qiang Liu 006; Shu Wu; Liang Wang 001; Wei Wu 014; Tieniu Tan (CoRR, 2025)