Jian Guan

66 papers A* 13Journal 40Unranked 13
YearRankTypeTitle / Venue / Authors
2026 A* conf
AgentPRM: Process Reward Models for LLM Agents via Step-Wise Promise and Progress.
WWW
Zhiheng Xi, Chenyang Liao, Guanyu Li, Zhihao Zhang, Wenxiang Chen, Binghai Wang, Senjie Jin, Yuhao Zhou, Jian Guan, Wei Wu, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2026 J jnl
Chatting with Images for Introspective Visual Thinking.
CoRR
Junfei Wu, Jian Guan, Qiang Liu, Shu Wu, Liang Wang, Wei Wu, Tieniu Tan
2026 A* conf
MetaAct-RL: Training Language Models for Reasoning Through Meta-Action-Based Reinforcement Learning.
AAAI
Zhiheng Xi, Yuhui Wang, Yiwen Ding, Guanyu Li, Senjie Jin, Shichun Liu, Jixuan Huang, Dingwen Yang, Jiafu Tang, Boyang Hong, Junjie Ye, Shihan Dou, Ming Zhang, Jian Guan, Wei Wu, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang
2025 A* conf
2D-TPE: Two-Dimensional Positional Encoding Enhances Table Understanding for Large Language Models.
WWW
Jia-Nan Li, Jian Guan, Wei Wu, Zhengtao Yu, Rui Yan
2025 — conf
A Survey on Personalized Alignment - The Missing Piece for Large Language Models in Real-World Applications.
ACL (Findings)
Jian Guan, Junfei Wu, Jia-Nan Li, Chuanqi Cheng, Wei Wu
2025 J jnl
A Survey on Personalized Alignment - The Missing Piece for Large Language Models in Real-World Applications.
CoRR
Jian Guan, Junfei Wu, Jia-Nan Li, Chuanqi Cheng, Wei Wu
2025 J jnl
AgentPRM: Process Reward Models for LLM Agents via Step-Wise Promise and Progress.
CoRR
Zhiheng Xi, Chenyang Liao, Guanyu Li, Yajie Yang, Wenxiang Chen, Zhihao Zhang, Binghai Wang, Senjie Jin, Yuhao Zhou, Jian Guan, Wei Wu, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2025 A* conf
CodePlan: Unlocking Reasoning Potential in Large Language Models by Scaling Code-form Planning.
ICLR
Jiaxin Wen, Jian Guan, Hongning Wang, Wei Wu, Minlie Huang
2025 J jnl
DynaAct: Large Language Model Reasoning with Dynamic Action Spaces.
CoRR
Xueliang Zhao, Wei Wu, Jian Guan, Qintong Li, Lingpeng Kong
2025 J jnl
From 1,000,000 Users to Every User: Scaling Up Personalized Preference for User-level Alignment.
CoRR
Jia-Nan Li, Jian Guan, Songhao Wu, Wei Wu, Rui Yan
2025 J jnl
Human Decision-making is Susceptible to AI-driven Manipulation.
CoRR
Sahand Sabour, June M. Liu, Siyang Liu, Chris Z. Yao, Shiyao Cui, Xuanming Zhang, Wen Zhang, Yaru Cao, Advait Bhat, Jian Guan, Wei Wu, Rada Mihalcea, Hongning Wang, Tim Althoff, Tatia M. C. Lee, Minlie Huang
2025 A* conf
Latent Preference Coding: Aligning Large Language Models via Discrete Latent Codes.
ICML
Zhuocheng Gong, Jian Guan, Wei Wu, Huishuai Zhang, Dongyan Zhao
2025 J jnl
Latent Preference Coding: Aligning Large Language Models via Discrete Latent Codes.
CoRR
Zhuocheng Gong, Jian Guan, Wei Wu, Huishuai Zhang, Dongyan Zhao
2025 J jnl
PromptCoT 2.0: Scaling Prompt Synthesis for Large Language Model Reasoning.
CoRR
Xueliang Zhao, Wei Wu, Jian Guan, Zhuocheng Gong, Lingpeng Kong
2025 J jnl
PromptCoT: Synthesizing Olympiad-level Problems for Mathematical Reasoning in Large Language Models.
CoRR
Xueliang Zhao, Wei Wu, Jian Guan, Lingpeng Kong
2025 J jnl
Reinforcing Spatial Reasoning in Vision-Language Models with Interwoven Thinking and Visual Drawing.
CoRR
Junfei Wu, Jian Guan, Kaituo Feng, Qiang Liu, Shu Wu, Liang Wang, Wei Wu, Tieniu Tan
2025 A* conf
Scaling Video-Language Models to 10K Frames via Hierarchical Differential Distillation.
ICML
Chuanqi Cheng, Jian Guan, Wei Wu, Rui Yan
2025 J jnl
Scaling Video-Language Models to 10K Frames via Hierarchical Differential Distillation.
CoRR
Chuanqi Cheng, Jian Guan, Wei Wu, Rui Yan
2025 J jnl
Trust-Region Adaptive Policy Optimization.
CoRR
Mingyu Su, Jian Guan, Yuxian Gu, Minlie Huang, Hongning Wang
2024 J jnl
2D-TPE: Two-Dimensional Positional Encoding Enhances Table Understanding for Large Language Models.
CoRR
Jia-Nan Li, Jian Guan, Wei Wu, Zhengtao Yu, Rui Yan
2024 A* conf
AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback.
NeurIPS
Jian Guan, Wei Wu, Zujie Wen, Peng Xu, Hongning Wang, Minlie Huang
2024 J jnl
AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback.
CoRR
Jian Guan, Wei Wu, Zujie Wen, Peng Xu, Hongning Wang, Minlie Huang
2024 J jnl
CodePlan: Unlocking Reasoning Potential in Large Langauge Models by Scaling Code-form Planning.
CoRR
Jiaxin Wen, Jian Guan, Hongning Wang, Wei Wu, Minlie Huang
2024 A* conf
From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis.
EMNLP
Chuanqi Cheng, Jian Guan, Wei Wu, Rui Yan
2024 J jnl
From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis.
CoRR
Chuanqi Cheng, Jian Guan, Wei Wu, Rui Yan
2024 — conf
Language Models Hallucinate, but May Excel at Fact Verification.
NAACL-HLT
Jian Guan, Jesse Dodge, David Wadden, Minlie Huang, Hao Peng
2024 A* conf
Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules.
EMNLP
Zhuocheng Gong, Ang Lv, Jian Guan, Wei Wu, Huishuai Zhang, Minlie Huang, Dongyan Zhao, Rui Yan
2024 J jnl
Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules.
CoRR
Zhuocheng Gong, Ang Lv, Jian Guan, Junxi Yan, Wei Wu, Huishuai Zhang, Minlie Huang, Dongyan Zhao, Rui Yan
2023 A* conf
Generating Coherent Narratives by Learning Dynamic and Discrete Entity States with a Contrastive Framework.
AAAI
Jian Guan, Zhenyu Yang, Rongsheng Zhang, Zhipeng Hu, Minlie Huang
2023 J jnl
Language Models Hallucinate, but May Excel at Fact Verification.
CoRR
Jian Guan, Jesse Dodge, David Wadden, Minlie Huang, Hao Peng
2023 — conf
Mitigating the Learning Bias towards Repetition by Self-Contrastive Training for Open-Ended Generation.
ACL (Findings)
Jian Guan, Minlie Huang
2023 J jnl
Mitigating the Learning Bias towards Repetition by Self-Contrastive Training for Open-Ended Generation.
CoRR
Jian Guan, Minlie Huang
2023 A* conf
Re³Dial: Retrieve, Reorganize and Rescale Conversations for Long-Turn Open-Domain Dialogue Pre-training.
EMNLP
Jiaxin Wen, Hao Zhou, Jian Guan, Jie Zhou, Minlie Huang
2023 — conf
Self-Supervised Sentence Polishing by Adding Engaging Modifiers.
ACL (demo)
Zhexin Zhang, Jian Guan, Xin Cui, Yu Ran, Bo Liu, Minlie Huang
2023 — conf
StoryTrans: Non-Parallel Story Author-Style Transfer with Discourse Representations and Content Enhancing.
ACL (1)
Xuekai Zhu, Jian Guan, Minlie Huang, Juan Liu
2022 J jnl
A Benchmark for Understanding and Generating Dialogue between Characters in Stories.
CoRR
Jianzhu Yao, Ziqi Liu, Jian Guan, Minlie Huang
2022 — conf
A Corpus for Understanding and Generating Moral Stories.
NAACL-HLT
Jian Guan, Ziqi Liu, Minlie Huang
2022 J jnl
A Corpus for Understanding and Generating Moral Stories.
CoRR
Jian Guan, Ziqi Liu, Minlie Huang
2022 — conf
Automatic Comment Generation for Chinese Student Narrative Essays.
EMNLP (Demos)
Zhexin Zhang, Jian Guan, Guowei Xu, Yixiang Tian, Minlie Huang
2022 J jnl
Generating Coherent Narratives by Learning Dynamic and Discrete Entity States with a Contrastive Framework.
CoRR
Jian Guan, Zhenyu Yang, Rongsheng Zhang, Zhipeng Hu, Minlie Huang
2022 J jnl
LOT: A Story-Centric Benchmark for Evaluating Chinese Long Text Understanding and Generation.
Trans. Assoc. Comput. Linguistics
Jian Guan, Zhuoer Feng, Yamei Chen, Ruilin He, Xiaoxi Mao, Changjie Fan, Minlie Huang
2022 — conf
Persona-Guided Planning for Controlling the Protagonist's Persona in Story Generation.
NAACL-HLT
Zhexin Zhang, Jiaxin Wen, Jian Guan, Minlie Huang
2022 J jnl
Persona-Guided Planning for Controlling the Protagonist's Persona in Story Generation.
CoRR
Zhexin Zhang, Jiaxin Wen, Jian Guan, Minlie Huang
2022 J jnl
StoryTrans: Non-Parallel Story Author-Style Transfer with Discourse Representations and Content Enhancing.
CoRR
Xuekai Zhu, Jian Guan, Minlie Huang, Juan Liu
2021 J jnl
CPM-2: Large-scale Cost-effective Pre-trained Language Models.
CoRR
Zhengyan Zhang, Yuxian Gu, Xu Han, Shengqi Chen, Chaojun Xiao, Zhenbo Sun, Yuan Yao, Fanchao Qi, Jian Guan, Pei Ke, Yanzheng Cai, Guoyang Zeng, Zhixing Tan, Zhiyuan Liu, Minlie Huang, Wentao Han, Yang Liu, Xiaoyan Zhu, Maosong Sun
2021 J jnl
CPM-2: Large-scale cost-effective pre-trained language models.
AI Open
Zhengyan Zhang, Yuxian Gu, Xu Han, Shengqi Chen, Chaojun Xiao, Zhenbo Sun, Yuan Yao, Fanchao Qi, Jian Guan, Pei Ke, Yanzheng Cai, Guoyang Zeng, Zhixing Tan, Zhiyuan Liu, Minlie Huang, Wentao Han, Yang Liu, Xiaoyan Zhu, Maosong Sun
2021 J jnl
CPM: A large-scale generative Chinese Pre-trained language model.
AI Open
Zhengyan Zhang, Xu Han, Hao Zhou, Pei Ke, Yuxian Gu, Deming Ye, Yujia Qin, Yusheng Su, Haozhe Ji, Jian Guan, Fanchao Qi, Xiaozhi Wang, Yanan Zheng, Guoyang Zeng, Huanqi Cao, Shengqi Chen, Daixuan Li, Zhenbo Sun, Zhiyuan Liu, Minlie Huang, Wentao Han, Jie Tang, Juanzi Li, Xiaoyan Zhu, Maosong Sun
2021 J jnl
CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark.
CoRR
Yuan Yao, Qingxiu Dong, Jian Guan, Boxi Cao, Zhengyan Zhang, Chaojun Xiao, Xiaozhi Wang, Fanchao Qi, Junwei Bao, Jinran Nie, Zheni Zeng, Yuxian Gu, Kun Zhou, Xuancheng Huang, Wenhao Li, Shuhuai Ren, Jinliang Lu, Chengqiang Xu, Huadong Wang, Guoyang Zeng, Zile Zhou, Jiajun Zhang, Juanzi Li, Minlie Huang, Rui Yan, Xiaodong He, Xiaojun Wan, Xin Zhao, Xu Sun, Yang Liu, Zhiyuan Liu, Xianpei Han, Erhong Yang, Zhifang Sui, Maosong Sun
2021 J jnl
LOT: A Benchmark for Evaluating Chinese Long Text Understanding and Generation.
CoRR
Jian Guan, Zhuoer Feng, Yamei Chen, Ruilin He, Xiaoxi Mao, Changjie Fan, Minlie Huang
2021 — conf
Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence.
ACL/IJCNLP (1)
Jian Guan, Xiaoxi Mao, Changjie Fan, Zitao Liu, Wenbiao Ding, Minlie Huang
2021 J jnl
Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence.
CoRR
Jian Guan, Xiaoxi Mao, Changjie Fan, Zitao Liu, Wenbiao Ding, Minlie Huang
2021 — conf
OpenMEVA: A Benchmark for Evaluating Open-ended Story Generation Metrics.
ACL/IJCNLP (1)
Jian Guan, Zhexin Zhang, Zhuoer Feng, Zitao Liu, Wenbiao Ding, Xiaoxi Mao, Changjie Fan, Minlie Huang
2021 J jnl
OpenMEVA: A Benchmark for Evaluating Open-ended Story Generation Metrics.
CoRR
Jian Guan, Zhexin Zhang, Zhuoer Feng, Zitao Liu, Wenbiao Ding, Xiaoxi Mao, Changjie Fan, Minlie Huang
2021 — conf
Stylized Story Generation with Style-Guided Planning.
ACL/IJCNLP (Findings)
Xiangzhe Kong, Jialiang Huang, Ziquan Tung, Jian Guan, Minlie Huang
2021 J jnl
Stylized Story Generation with Style-Guided Planning.
CoRR
Xiangzhe Kong, Jialiang Huang, Ziquan Tung, Jian Guan, Minlie Huang
2020 J jnl
A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation.
CoRR
Jian Guan, Fei Huang, Zhihao Zhao, Xiaoyan Zhu, Minlie Huang
2020 J jnl
A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation.
Trans. Assoc. Comput. Linguistics
Jian Guan, Fei Huang, Minlie Huang, Zhihao Zhao, Xiaoyan Zhu
2020 J jnl
CPM: A Large-scale Generative Chinese Pre-trained Language Model.
CoRR
Zhengyan Zhang, Xu Han, Hao Zhou, Pei Ke, Yuxian Gu, Deming Ye, Yujia Qin, Yusheng Su, Haozhe Ji, Jian Guan, Fanchao Qi, Xiaozhi Wang, Yanan Zheng, Guoyang Zeng, Huanqi Cao, Shengqi Chen, Daixuan Li, Zhenbo Sun, Zhiyuan Liu, Minlie Huang, Wentao Han, Jie Tang, Juanzi Li, Xiaoyan Zhu, Maosong Sun
2020 J jnl
CoTK: An Open-Source Toolkit for Fast Development and Fair Evaluation of Text Generation.
CoRR
Fei Huang, Dazhen Wan, Zhihong Shao, Pei Ke, Jian Guan, Yilin Niu, Xiaoyan Zhu, Minlie Huang
2020 — conf
UNION: An Unreferenced Metric for Evaluating Open-ended Story Generation.
EMNLP (1)
Jian Guan, Minlie Huang
2020 J jnl
UNION: An Unreferenced Metric for Evaluating Open-ended Story Generation.
CoRR
Jian Guan, Minlie Huang
2019 A* conf
A Model-Based Reinforcement Learning with Adversarial Training for Online Recommendation.
NeurIPS
Xueying Bai, Jian Guan, Hongning Wang
2019 J jnl
Model-Based Reinforcement Learning with Adversarial Training for Online Recommendation.
CoRR
Xueying Bai, Jian Guan, Hongning Wang
2019 A* conf
Story Ending Generation with Incremental Encoding and Commonsense Knowledge.
AAAI
Jian Guan, Yansen Wang, Minlie Huang
2018 — conf
Generating Informative Responses with Controlled Sentence Function.
ACL (1)
Pei Ke, Jian Guan, Minlie Huang, Xiaoyan Zhu
2018 J jnl
Story Ending Generation with Incremental Encoding and Commonsense Knowledge.
CoRR
Jian Guan, Yansen Wang, Minlie Huang