Yicheng Zou

46 papers A* 5B 2Journal 24Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Probabilistic Framework for Solving High-Frequency Helmholtz Equations via Diffusion Models.
CoRR
Yicheng Zou, Samuel Lanthaler, Hossein Salahshoor
2026 J jnl
Rethinking Multiple-Choice Questions for RLVR: Unlocking Potential via Distractor Design.
CoRR
Xu Guo, Qiming Ge, Jian Tong, Kedi Chen, Jin Zhang, Xiaogui Yang, Xuan Gao, Haijun Lv, Zhihui Lu, Yicheng Zou, Qipeng Guo
2026 J jnl
Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment.
CoRR
Yuming Yang, Mingyoung Lai, Wanxu Zhao, Xiaoran Fan, Zhiheng Xi, Mingqi Wu, Chiyue Huang, Jun Zhao, Haijun Lv, Jian Tong, Yunhua Zhou, Yicheng Zou, Qipeng Guo, Tao Gui, Qi Zhang, Xuanjing Huang
2025 — conf
AgentGym: Evaluating and Training Large Language Model-based Agents across Diverse Environments.
ACL (1)
Zhiheng Xi, Yiwen Ding, Wenxiang Chen, Boyang Hong, Honglin Guo, Junzhe Wang, Xin Guo, Dingwen Yang, Chenyang Liao, Wei He, Songyang Gao, Lu Chen, Rui Zheng, Yicheng Zou, Tao Gui, Qi Zhang, Xipeng Qiu, Xuanjing Huang, Zuxuan Wu, Yu-Gang Jiang
2025 — conf
Capability Salience Vector: Fine-grained Alignment of Loss and Capabilities for Downstream Task Scaling Law.
ACL (1)
Qiming Ge, Shuhao Xing, Songyang Gao, Yunhua Zhou, Yicheng Zou, Songyang Zhang, Zhi Chen, Hang Yan, Qi Zhang, Qipeng Guo, Kai Chen
2025 J jnl
Capability Salience Vector: Fine-grained Alignment of Loss and Capabilities for Downstream Task Scaling Law.
CoRR
Qiming Ge, Shuhao Xing, Songyang Gao, Yunhua Zhou, Yicheng Zou, Songyang Zhang, Zhi Chen, Hang Yan, Qi Zhang, Qipeng Guo, Kai Chen
2025 J jnl
Pre-Trained Policy Discriminators are General Reward Models.
CoRR
Shihan Dou, Shichun Liu, Yuming Yang, Yicheng Zou, Yunhua Zhou, Shuhao Xing, Chenhao Huang, Qiming Ge, Demin Song, Haijun Lv, Songyang Gao, Chengqi Lv, Enyu Zhou, Honglin Guo, Zhiheng Xi, Wenwei Zhang, Qipeng Guo, Qi Zhang, Xipeng Qiu, Xuanjing Huang, Tao Gui, Kai Chen
2025 J jnl
The rise and potential of large language model based agents: a survey.
Sci. China Inf. Sci.
Zhiheng Xi, Wenxiang Chen, Xin Guo, Wei He, Yiwen Ding, Boyang Hong, Ming Zhang, Junzhe Wang, Senjie Jin, Enyu Zhou, Rui Zheng, Xiaoran Fan, Xiao Wang, Limao Xiong, Yuhao Zhou, Weiran Wang, Changhao Jiang, Yicheng Zou, Xiangyang Liu, Zhangyue Yin, Shihan Dou, Rongxiang Weng, Wenjuan Qin, Yongyan Zheng, Xipeng Qiu, Xuanjing Huang, Qi Zhang, Tao Gui
2025 — conf
What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices.
ACL (1)
Zhi Chen, Qiguang Chen, Libo Qin, Qipeng Guo, Haijun Lv, Yicheng Zou, Hang Yan, Kai Chen, Dahua Lin
2024 J jnl
AgentGym: Evolving Large Language Model-based Agents across Diverse Environments.
CoRR
Zhiheng Xi, Yiwen Ding, Wenxiang Chen, Boyang Hong, Honglin Guo, Junzhe Wang, Dingwen Yang, Chenyang Liao, Xin Guo, Wei He, Songyang Gao, Lu Chen, Rui Zheng, Yicheng Zou, Tao Gui, Qi Zhang, Xipeng Qiu, Xuanjing Huang, Zuxuan Wu, Yu-Gang Jiang
2024 J jnl
EasyJailbreak: A Unified Framework for Jailbreaking Large Language Models.
CoRR
Weikang Zhou, Xiao Wang, Limao Xiong, Han Xia, Yingshuang Gu, Mingxu Chai, Fukang Zhu, Caishuang Huang, Shihan Dou, Zhiheng Xi, Rui Zheng, Songyang Gao, Yicheng Zou, Hang Yan, Yifan Le, Ruohui Wang, Lijun Li, Jing Shao, Tao Gui, Qi Zhang, Xuanjing Huang
2024 — conf
High Capacity Reversible Data Hiding in Encrypted Images Based on Pixel Value Preprocessing and Block Classification.
MMM (2)
Tao Zhang, Ju Zhang, Yicheng Zou, Yu Zhang
2024 A* conf
Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and Feedback.
ICML
Songyang Gao, Qiming Ge, Wei Shen, Shihan Dou, Junjie Ye, Xiao Wang, Rui Zheng, Yicheng Zou, Zhi Chen, Hang Yan, Qi Zhang, Dahua Lin
2024 J jnl
Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and Feedback.
CoRR
Songyang Gao, Qiming Ge, Wei Shen, Shihan Dou, Junjie Ye, Xiao Wang, Rui Zheng, Yicheng Zou, Zhi Chen, Hang Yan, Qi Zhang, Dahua Lin
2024 J jnl
What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices.
CoRR
Zhi Chen, Qiguang Chen, Libo Qin, Qipeng Guo, Haijun Lv, Yicheng Zou, Wanxiang Che, Hang Yan, Kai Chen, Dahua Lin
2023 J jnl
Brain Tissue Segmentation Across the Human Lifespan via Supervised Contrastive Learning.
CoRR
Xiaoyang Chen, Jinjian Wu, Wenjiao Lyu, Yicheng Zou, Kim-Han Thung, Siyuan Liu, Ye Wu, Sahar Ahmad, Pew-Thian Yap
2023 — conf
Reversible Data Hiding Based on Adaptive Embedding with Local Complexity.
ICONIP (5)
Chao Wang, Yicheng Zou, Yaling Zhang, Ju Zhang, Jichuan Chen, Bin Yang, Yu Zhang
2023 — conf
Reversible Data Hiding in Encrypted Images Based on Image Reprocessing and Polymorphic Compression.
ICONIP (14)
Yicheng Zou, Yaling Zhang, Chao Wang, Tao Zhang, Yu Zhang
2023 — conf
Reversible Data Hiding in Encrypted Images Based on a Multi-Granularity Adaptive Classification Mechanism.
KSEM (2)
Yaling Zhang, Yicheng Zou, Chao Wang, Chengcheng Huang, Shiqun Yin
2023 J jnl
TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models.
CoRR
Xiao Wang, Yuansen Zhang, Tianze Chen, Songyang Gao, Senjie Jin, Xianjun Yang, Zhiheng Xi, Rui Zheng, Yicheng Zou, Tao Gui, Qi Zhang, Xuanjing Huang
2023 J jnl
The Rise and Potential of Large Language Model Based Agents: A Survey.
CoRR
Zhiheng Xi, Wenxiang Chen, Xin Guo, Wei He, Yiwen Ding, Boyang Hong, Ming Zhang, Junzhe Wang, Senjie Jin, Enyu Zhou, Rui Zheng, Xiaoran Fan, Xiao Wang, Limao Xiong, Yuhao Zhou, Weiran Wang, Changhao Jiang, Yicheng Zou, Xiangyang Liu, Zhangyue Yin, Shihan Dou, Rongxiang Weng, Wensen Cheng, Qi Zhang, Wenjuan Qin, Yongyan Zheng, Xipeng Qiu, Xuanjing Huang, Tao Gui
2023 — conf
Towards Understanding Omission in Dialogue Summarization.
ACL (1)
Yicheng Zou, Kaitao Song, Xu Tan, Zhongkai Fu, Qi Zhang, Dongsheng Li, Tao Gui
2022 — conf
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents.
ACL (Findings)
Yicheng Zou, Hongwei Liu, Tao Gui, Junzhe Wang, Qi Zhang, Meng Tang, Haixiang Li, Daniel Wang
2022 J jnl
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents.
CoRR
Yicheng Zou, Hongwei Liu, Tao Gui, Junzhe Wang, Qi Zhang, Meng Tang, Haixiang Li, Daniel Wang
2022 A* conf
Increasing Visual Awareness in Multimodal Neural Machine Translation from an Information Theoretic Perspective.
EMNLP
Baijun Ji, Tong Zhang, Yicheng Zou, Bojie Hu, Si Shen
2022 J jnl
Increasing Visual Awareness in Multimodal Neural Machine Translation from an Information Theoretic Perspective.
CoRR
Baijun Ji, Tong Zhang, Yicheng Zou, Bojie Hu, Si Shen
2022 — conf
MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective.
ACL (1)
Xiao Wang, Shihan Dou, Limao Xiong, Yicheng Zou, Qi Zhang, Tao Gui, Liang Qiao, Zhanzhan Cheng, Xuanjing Huang
2022 J jnl
MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective.
CoRR
Xiao Wang, Shihan Dou, Limao Xiong, Yicheng Zou, Qi Zhang, Tao Gui, Liang Qiao, Zhanzhan Cheng, Xuanjing Huang
2022 B conf
Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks.
COLING
Xin Zhou, Ruotian Ma, Yicheng Zou, Xuanting Chen, Tao Gui, Qi Zhang, Xuanjing Huang, Rui Xie, Wei Wu
2022 J jnl
Towards Understanding Omission in Dialogue Summarization.
CoRR
Yicheng Zou, Kaitao Song, Xu Tan, Zhongkai Fu, Tao Gui, Qi Zhang, Dongsheng Li
2022 A* conf
Transcormer: Transformer for Sentence Scoring with Sliding Language Modeling.
NeurIPS
Kaitao Song, Yichong Leng, Xu Tan, Yicheng Zou, Tao Qin, Dongsheng Li
2022 J jnl
Transcormer: Transformer for Sentence Scoring with Sliding Language Modeling.
CoRR
Kaitao Song, Yichong Leng, Xu Tan, Yicheng Zou, Tao Qin, Dongsheng Li
2021 — conf
Learning Implicit Sentiment in Aspect-based Sentiment Analysis with Supervised Contrastive Pre-Training.
EMNLP (1)
Zhengyan Li, Yicheng Zou, Chong Zhang, Qi Zhang, Zhongyu Wei
2021 J jnl
Learning Implicit Sentiment in Aspect-based Sentiment Analysis with Supervised Contrastive Pre-Training.
CoRR
Zhengyan Li, Yicheng Zou, Chong Zhang, Qi Zhang, Zhongyu Wei
2021 — conf
Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining.
EMNLP (1)
Yicheng Zou, Bolin Zhu, Xingwu Hu, Tao Gui, Qi Zhang
2021 J jnl
Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining.
CoRR
Yicheng Zou, Bolin Zhu, Xingwu Hu, Tao Gui, Qi Zhang
2021 — conf
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing.
ACL (demo)
Xiao Wang, Qin Liu, Tao Gui, Qi Zhang, Yicheng Zou, Xin Zhou, Jiacheng Ye, Yongxin Zhang, Rui Zheng, Zexiong Pang, Qinzhuo Wu, Zhengyan Li, Chong Zhang, Ruotian Ma, Zichu Fei, Ruijian Cai, Jun Zhao, Xingwu Hu, Zhiheng Yan, Yiding Tan, Yuan Hu, Qiyuan Bian, Zhihua Liu, Shan Qin, Bolin Zhu, Xiaoyu Xing, Jinlan Fu, Yue Zhang, Minlong Peng, Xiaoqing Zheng, Yaqian Zhou, Zhongyu Wei, Xipeng Qiu, Xuanjing Huang
2021 J jnl
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing.
CoRR
Tao Gui, Xiao Wang, Qi Zhang, Qin Liu, Yicheng Zou, Xin Zhou, Rui Zheng, Chong Zhang, Qinzhuo Wu, Jiacheng Ye, Zexiong Pang, Yongxin Zhang, Zhengyan Li, Ruotian Ma, Zichu Fei, Ruijian Cai, Jun Zhao, Xingwu Hu, Zhiheng Yan, Yiding Tan, Yuan Hu, Qiyuan Bian, Zhihua Liu, Bolin Zhu, Shan Qin, Xiaoyu Xing, Jinlan Fu, Yue Zhang, Minlong Peng, Xiaoqing Zheng, Yaqian Zhou, Zhongyu Wei, Xipeng Qiu, Xuanjing Huang
2021 — conf
Thinking Clearly, Talking Fast: Concept-Guided Non-Autoregressive Generation for Open-Domain Dialogue Systems.
EMNLP (1)
Yicheng Zou, Zhihua Liu, Xingwu Hu, Qi Zhang
2021 J jnl
Thinking Clearly, Talking Fast: Concept-Guided Non-Autoregressive Generation for Open-Domain Dialogue Systems.
CoRR
Yicheng Zou, Zhihua Liu, Xingwu Hu, Qi Zhang
2021 A* conf
Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling.
AAAI
Yicheng Zou, Lujun Zhao, Yangyang Kang, Jun Lin, Minlong Peng, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu
2021 A* conf
Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders.
AAAI
Yicheng Zou, Jun Lin, Lujun Zhao, Yangyang Kang, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu
2020 J jnl
Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling.
CoRR
Yicheng Zou, Lujun Zhao, Yangyang Kang, Jun Lin, Minlong Peng, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu
2020 J jnl
Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders.
CoRR
Yicheng Zou, Jun Lin, Lujun Zhao, Yangyang Kang, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu
2019 — conf
A Lexicon-Based Graph Neural Network for Chinese NER.
EMNLP/IJCNLP (1)
Tao Gui, Yicheng Zou, Qi Zhang, Minlong Peng, Jinlan Fu, Zhongyu Wei, Xuanjing Huang
2018 B conf
A Lexicon-Based Supervised Attention Model for Neural Sentiment Analysis.
COLING
Yicheng Zou, Tao Gui, Qi Zhang, Xuanjing Huang