| 2026 | AAAI | You Don't Need Pre-Built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures. | Shengyuan Chen, Chuang Zhou, Zheng Yuan, Qinggang Zhang, Zeyang Cui, Hao Chen, Yilin Xiao, Jiannong Cao, Xiao Huang |
| 2026 | ACL | Beyond Black-Box Interventions: Latent Probing for Faithful Retrieval-Augmented Generation. | Linfeng Gao, Qinggang Zhang, Baolong Bi, Bo Zeng, Zheng Yuan, Zerui Chen, Zhimin Wei, Shenghua Liu, Linlong Xu, Longyue Wang, Weihua Luo, Jinsong Su |
| 2026 | ACL | Collision to Cognition: Hash-Driven Graph Construction for Efficient RAG. | Chuang Zhou, Zheng Yuan, Linhao Luo, Zhaozhuo Xu, Yilin Xiao, Junnan Dong, Siyu An, Di Yin, Xing Sun, Xiao Huang |
| 2026 | AIED | Multi-dimensional Evaluation of LLMs for Grammatical Error Correction. | Adnan Labib, Qiao Wang, Yixuan Huang, Zheng Yuan |
| 2026 | EACL | KidsArtBench: Multi-Dimensional Children's Art Evaluation with Attribute-Aware MLLMs. | Mingrui Ye, Chanjin Zheng, Zengyi Yu, Chenyu Xiang, Zhixue Zhao, Zheng Yuan, Helen Yannakoudakis |
| 2026 | ICDE | Knapsack Optimization-Based Schema Linking for LLM-Based Text-to-SQL Generation. | Zheng Yuan, Hao Chen, Zijin Hong, Qinggang Zhang, Feiran Huang, Qing Li, Xiao Huang |
| 2026 | WACV | SegMo: Segment-aligned Text to 3D Human Motion Generation. | Bowen Dang, Lin Wu, Xiaohang Yang, Zheng Yuan, Zhixiang Chen |
| 2025 | ACL | Rubrik's Cube: Testing a New Rubric for Evaluating Explanations on the CUBE dataset. | Diana Galvn-Sosa, Gabrielle Gaudeau, Pride Kavumba, Yunmeng Li, Hongyi Gu, Zheng Yuan, Keisuke Sakaguchi, Paula Buttery |
| 2025 | ACL | Can LLMs Simulate L2-English Dialogue? An Information-Theoretic Analysis of L1-Dependent Biases. | Rena Wei Gao, Xuetong Wu, Tatsuki Kuribayashi, Mingrui Ye, Siya Qi, Carsten Roever, Yuanxing Liu, Zheng Yuan, Jey Han Lau |
| 2025 | ACL | Evaluating LLMs' Assessment of Mixed-Context Hallucination Through the Lens of Summarization. | Siya Qi, Rui Cao, Yulan He, Zheng Yuan |
| 2025 | AIED | NLP and Generative AI for Language Learning and Assessment: Synergies Between Research and Practice. | Zheng Yuan, Mariano Felice, Yunshi Lan, Qiao Wang |
| 2025 | CIKM | Exploring the Upper Limits of Text-Based Collaborative Filtering Using Large Language Models: Discoveries and Insights. | Ruyu Li, Wenhao Deng, Yu Cheng, Zheng Yuan, Jiaqi Zhang, Fajie Yuan |
| 2025 | COLING | Proceedings of the First Workshop on Writing Aids at the Crossroads of AI, Cognitive Science and NLP (WRAICOGS 2025). | Michael Zock, Kentaro Inui, Zheng Yuan |
| 2025 | EMNLP | Beyond the Score: Uncertainty-Calibrated LLMs for Automated Essay Assessment. | Ahmed Karim, Qiao Wang, Zheng Yuan |
| 2025 | ICLR | Dysca: A Dynamic and Scalable Benchmark for Evaluating Perception Ability of LVLMs. | Jie Zhang, Zhongqi Wang, Mengqi Lei, Zheng Yuan, Bei Yan, Shiguang Shan, Xilin Chen |
| 2024 | ACL | Prompting open-source and commercial language models for grammatical error correction of English learner text. | Christopher Davis, Andrew Caines, istein E. Andersen, Shiva Taslimipoor, Helen Yannakoudakis, Zheng Yuan, Christopher Bryant, Marek Rei, Paula Buttery |
| 2024 | ACL | How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition. | Guanting Dong, Hongyi Yuan, Keming Lu, Chengpeng Li, Mingfeng Xue, Dayiheng Liu, Wei Wang, Zheng Yuan, Chang Zhou, Jingren Zhou |
| 2024 | ACL | Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM. | Zijin Hong, Zheng Yuan, Hao Chen, Qinggang Zhang, Feiran Huang, Xiao Huang |
| 2024 | ACL | MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning. | Chengpeng Li, Zheng Yuan, Hongyi Yuan, Guanting Dong, Keming Lu, Jiancan Wu, Chuanqi Tan, Xiang Wang, Chang Zhou |
| 2024 | ACL | Speculative Contrastive Decoding. | Hongyi Yuan, Keming Lu, Fei Huang, Zheng Yuan, Chang Zhou |
| 2024 | ACML | PISDR: Page and Item Sequential Decision for Re-ranking Based on Offline Reinforcement Learning. | Zheng Yuan, Qian Wan, Tao Zhang, Chengfu Huo |
| 2024 | AIED | A Multi-task Automated Assessment System for Essay Scoring. | Shigeng Chen, Yunshi Lan, Zheng Yuan |
| 2024 | COLING | Grammatical Error Correction for Code-Switched Sentences by Learners of English. | Kelvin Wey Han Chan, Christopher Bryant, Li Nguyen, Andrew Caines, Zheng Yuan |
| 2024 | COLING | An LLM-Enhanced Adversarial Editing System for Lexical Simplification. | Keren Tan, Kangyang Luo, Yunshi Lan, Zheng Yuan, Jinlong Shu |
| 2024 | COLING | Assessing the Efficacy of Grammar Error Correction: A Human Evaluation Approach in the Japanese Context. | Qiao Wang, Zheng Yuan |
| 2024 | COLING | MLDSP-MA: Multidimensional Attention for Multi-Round Long Dialogue Sentiment Prediction. | Yunfei Yin, Congrui Zou, Zheng Yuan, Xianjian Bao |
| 2024 | CVPR | Pre-Trained Model Guided Fine-Tuning for Zero-Shot Adversarial Robustness. | Sibo Wang, Jie Zhang, Zheng Yuan, Shiguang Shan |
| 2024 | EMNLP | LLM-based Code-Switched Text Generation for Grammatical Error Correction. | Tom Potter, Zheng Yuan |
| 2024 | ICLR | #InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language Models. | Keming Lu, Hongyi Yuan, Zheng Yuan, Runji Lin, Junyang Lin, Chuanqi Tan, Chang Zhou, Jingren Zhou |
| 2024 | KDD | Multi-Behavior Collaborative Filtering with Partial Order Graph Convolutional Networks. | Yijie Zhang, Yuanchen Bei, Hao Chen, Qijie Shen, Zheng Yuan, Huan Gong, Senzhang Wang, Feiran Huang, Xiao Huang |
| 2024 | NAACL | Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models. | Keming Lu, Hongyi Yuan, Runji Lin, Junyang Lin, Zheng Yuan, Chang Zhou, Jingren Zhou |
| 2024 | NAACL | Text Diffusion Model with Encoder-Decoder Transformers for Sequence-to-Sequence Generation. | Hongyi Yuan, Zheng Yuan, Chuanqi Tan, Fei Huang, Songfang Huang |
| 2024 | WSDM | Exploring Adapter-based Transfer Learning for Recommender Systems: Empirical Studies and Practical Insights. | Junchen Fu, Fajie Yuan, Yu Song, Zheng Yuan, Mingyue Cheng, Shenghui Cheng, Jiaqi Zhang, Jie Wang, Yunzhu Pan |
| 2023 | AAAI | A Pair-Approximation Method for Modelling the Dynamics of Multi-Agent Stochastic Games. | Chen Chu, Zheng Yuan, Shuyue Hu, Chunjiang Mu, Zhen Wang |
| 2023 | ACL | How effective is machine translation on low-resource code-switching? A case study comparing human and automatic metrics. | Li Nguyen, Christopher Bryant, Oliver Mayeux, Zheng Yuan |
| 2023 | ACL | HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation. | Hongyi Yuan, Zheng Yuan, Chuanqi Tan, Fei Huang, Songfang Huang |
| 2023 | AIED | On the Application of Large Language Models for Language Teaching and Assessment Technology. | Andrew Caines, Luca Benedetto, Shiva Taslimipoor, Christopher Davis, Yuan Gao, istein E. Andersen, Zheng Yuan, Mark Elliott, Russell Moore, Christopher Bryant, Marek Rei, Helen Yannakoudakis, Andrew Mullooly, Diane Nicholls, Paula Buttery |
| 2023 | EACL | An Extended Sequence Tagging Vocabulary for Grammatical Error Correction. | Stuart Mesham, Christopher Bryant, Marek Rei, Zheng Yuan |
| 2023 | EMNLP | Evaluation Metrics in the Era of GPT-4: Reliably Evaluating Large Language Models on Sequence to Sequence Tasks. | Andrea Sottana, Bin Liang, Kai Zou, Zheng Yuan |
| 2023 | Interspeech | The ART of Conversation: Measuring Phonetic Convergence and Deliberate Imitation in L2-Speech with a Siamese RNN. | Zheng Yuan, Aldo Pastore, Dorina De Jong, Hao Xu, Luciano Fadiga, Alessandro D'Ausilio |
| 2023 | SIGIR | Where to Go Next for Recommender Systems? ID- vs. Modality-based Recommender Models Revisited. | Zheng Yuan, Fajie Yuan, Yu Song, Youhua Li, Junchen Fu, Fei Yang, Yunzhu Pan, Yongxin Ni |
| 2022 | ACL | Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding. | Zheng Yuan, Chuanqi Tan, Songfang Huang |
| 2022 | ACL | Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition. | Zheng Yuan, Chuanqi Tan, Songfang Huang, Fei Huang |
| 2022 | ACL | CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark. | Ningyu Zhang, Mosha Chen, Zhen Bi, Xiaozhuan Liang, Lei Li, Xin Shang, Kangping Yin, Chuanqi Tan, Jian Xu, Fei Huang, Luo Si, Yuan Ni, Guotong Xie, Zhifang Sui, Baobao Chang, Hui Zong, Zheng Yuan, Linfeng Li, Jun Yan, Hongying Zan, Kunli Zhang, Buzhou Tang, Qingcai Chen |
| 2022 | ECCV | Adaptive Image Transformations for Transfer-Based Adversarial Attack. | Zheng Yuan, Jie Zhang, Shiguang Shan |
| 2022 | IJCNN | SQL-Rank++: A Novel Listwise Approach for Collaborative Ranking with Implicit Feedback. | Zheng Yuan, Dugang Liu, Weike Pan, Zhong Ming |
| 2022 | NAACL | Generative Biomedical Entity Linking via Knowledge Base-Guided Pre-training and Synonyms-Aware Fine-tuning. | Hongyi Yuan, Zheng Yuan, Sheng Yu |
| 2021 | EDM | Benefits of alternative evaluation methods for Automated Essay Scoring. | istein E. Andersen, Rebecca Watson, Zheng Yuan, Kevin Yet Fong Cheung |
| 2021 | EMNLP | Multi-Class Grammatical Error Detection for Correction: A Tale of Two Systems. | Zheng Yuan, Shiva Taslimipoor, Christopher Davis, Christopher Bryant |
| 2021 | ICCV | Meta Gradient Adversarial Attack. | Zheng Yuan, Jie Zhang, Yunpei Jia, Chuanqi Tan, Tao Xue, Shiguang Shan |
| 2021 | MICCAI | MetaHistoSeg: A Python Framework for Meta Learning in Histopathology Image Segmentation. | Zheng Yuan, Andre Esteva, Ran Xu |
| 2020 | ICPR | Attributes Aware Face Generation with Generative Adversarial Networks. | Zheng Yuan, Jie Zhang, Shiguang Shan, Xilin Chen |
| 2018 | AAAI | OTyper: A Neural Architecture for Open Named Entity Typing. | Zheng Yuan, Doug Downey |
| 2018 | NAACL | Construction of the Literature Graph in Semantic Scholar. | Waleed Ammar, Dirk Groeneveld, Chandra Bhagavatula, Iz Beltagy, Miles Crawford, Doug Downey, Jason Dunkelberger, Ahmed Elgohary, Sergey Feldman, Vu Ha, Rodney Kinney, Sebastian Kohlmeier, Kyle Lo, Tyler Murray, Hsu-Han Ooi, Matthew E. Peters, Joanna Power, Sam Skjonsberg, Lucy Lu Wang, Chris Wilhelm, Zheng Yuan, Madeleine van Zuylen, Oren Etzioni |
| 2017 | EMNLP | Neural Sequence-Labelling Models for Grammatical Error Correction. | Helen Yannakoudakis, Marek Rei, istein E. Andersen, Zheng Yuan |
| 2016 | HiPC | Parallel Implementation of Lossy Data Compression for Temporal Data Sets. | Zheng Yuan, William Hendrix, Seung Woo Son, Christoph Federrath, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary |
| 2016 | NAACL | Grammatical error correction using neural machine translation. | Zheng Yuan, Ted Briscoe |
| 2015 | ICIP | A motion-texture aware denoising for economic hardware design. | Zheng Yuan, Wujun Chen, Jun Xin, Lingzhi Liu, Weimin Zeng, Eric Chai, Dapeng Wu |
| 2015 | SMC | Artificial Bee Group Colony Algorithm for Numerical Function Optimization. | Gang Yang, Jieping Xu, Junyan Yi, He Zheng, Zheng Yuan, Xiaowei Liu |
| 2015 | SMC | Simplify the Basic Artificial Bee Colony Algorithm. | He Zheng, Gang Yang, Junyan Yi, Zheng Yuan, Xiaowei Liu, Meng Shuai |
| 2014 | CoNLL | Grammatical error correction using hybrid systems and type filtering. | Mariano Felice, Zheng Yuan, istein E. Andersen, Helen Yannakoudakis, Ekaterina Kochmar |
| 2014 | EACL | Generating artificial errors for grammatical error correction. | Mariano Felice, Zheng Yuan |
| 2014 | NSS | A Secure Obfuscator for Encrypted Blind Signature Functionality. | Xiao Feng, Zheng Yuan |
| 2013 | CIS | Secure Obfuscation for Tightly Structure-Preserving Encrypted Proxy Signatures. | Xing Wei, Zheng Yuan, Xian Li, Xiao Feng, Jintao Liu |
| 2013 | CoNLL | Constrained Grammatical Error Correction using Statistical Machine Translation. | Zheng Yuan, Mariano Felice |
| 2012 | PDCAT | LPFSC: A Light Weight Parallel Framework for Super Computing. | Yulong Ou, Bo Li, Zheng Yuan, Qiang Hao, Zhongzhi Luan, Depei Qian |
| 2012 | VCIP | User-adaptive mobile video streaming. | Yuriy A. Reznik, Ed Asbun, Zhifeng Chen, Yan Ye, Eldad Zeira, Rahul Vanam, Zheng Yuan, Gregory Sternberg, Ariela Zeira, Naresh Soni |
| 2011 | ECMS | Reduced Order Computational Continua. | Jacob Fish, Vasilina Filonova, Zheng Yuan |
| 2011 | MUM | Video summarization with semantic concept preservation. | Zheng Yuan, Taoran Lu, Dapeng Wu, Yu Huang, Heather Yu |
| 2010 | ICIP | Video retargeting with nonlinear spatial-temporal saliency fusion. | Taoran Lu, Zheng Yuan, Yu Huang, Dapeng Wu, Heather Yu |
| 2010 | ICIP | Video retargeting: A visual-friendly dynamic programming approach. | Zheng Yuan, Taoran Lu, Yu Huang, Dapeng Wu, Heather Yu |
| 2009 | CANS | Distinguishing and Second-Preimage Attacks on CBC-Like MACs. | Keting Jia, Xiaoyun Wang, Zheng Yuan, Guangwu Xu |
| 2009 | CRYPTO | New Birthday Attacks on Some MACs Based on Block Ciphers. | Zheng Yuan, Wei Wang, Keting Jia, Guangwu Xu, Xiaoyun Wang |
| 2008 | GRC | Research of Stock Index Futures Prediction Model based on Rough Set and Support Vector Machine. | Tao Zhang, Ying Sai, Zheng Yuan |
| 2008 | ICIP | Robust image restoration for rotary motion degradations and the motion parameter identification. | Zheng Yuan, Jianxun Li, Zhengfu Zhu |
| 2007 | COMPSAC | A Novel Authentication Scheme Based on Trust-value Updated Model in Adhoc Network. | Ya-tao Yang, Zheng Yuan, Yong Fang, Ping Zeng |
| 2007 | GRC | Mining Stock Market Tendency by RS-Based Support Vector Machines. | Ying Sai, Zheng Yuan, Kanglin Gao |
| 2006 | EUC | An | Zheng Yuan, Qiaoyan Wen, Wenling Wu, Qing Zhang |
| 2005 | CIBCB | Predicting Structural Disruption of Proteins Caused by Crossover (based on Amino Acid Sequence). | Denis C. Bauer, Mikael Bodn, Ricarda Thier, Zheng Yuan |