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Zhenghao Liu

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

71

Venues

18

Active years

2018–2026

Best venue rank

A*

Where they publish

Papers

71 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIIROTE: Human-like Traits Elicitation of Large Language Model via In-Context Self-Reflective Optimization.Yuzhuo Bai, Shitong Duan, Muhua Huang, Jing Yao, Zhenghao Liu, Peng Zhang, Tun Lu, Xiaoyuan Yi, Maosong Sun, Xing Xie
2026AAAIPathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths.Boyu Chen, Zirui Guo, Zidan Yang, Yuluo Chen, Junze Chen, Zhenghao Liu, Chuan Shi, Cheng Yang
2026AAAILexChain: Modeling Legal Reasoning Chains for Chinese Tort Case Analysis.Huiyuan Xie, Chenyang Li, Huining Zhu, Chubin Zhang, Yuxiao Ye, Zhenghao Liu, Zhiyuan Liu
2026ACLLexRel: Benchmarking Legal Relation Extraction for Chinese Civil Cases.Yida Cai, Ranjuexiao Hu, Huiyuan Xie, Chenyang Li, Yun Liu, Yuxiao Ye, Zhenghao Liu, Weixing Shen, Zhiyuan Liu
2026ACLRevealing the Attention Floating Mechanism in Masked Diffusion Models.Xin Dai, Pengcheng Huang, Zhenghao Liu, Shuo Wang, Yukun Yan, Chaojun Xiao, Yu Gu, Ge Yu, Maosong Sun
2026ACLChunks as Arms: Multi-Armed Bandit-Guided Sampling for Long-Context LLM Preference Optimization.Shaohua Duan, Pengcheng Huang, Xinze Li, Zhenghao Liu, Xiaoyuan Yi, Yukun Yan, Shuo Wang, Yu Gu, Ge Yu, Maosong Sun
2026ACLEmpirical Analysis of Decoding Biases in Masked Diffusion Models.Pengcheng Huang, Tianming Liu, Zhenghao Liu, Yukun Yan, Shuo Wang, Tong Xiao, Zulong Chen, Maosong Sun
2026ACLUNIKIE-BENCH: Benchmarking Large Multimodal Models for Key Information Extraction in Visual Documents.Yifan Ji, Zhipeng Xu, Zhenghao Liu, Zulong Chen, Qian Zhang, Zhibo Yang, Junyang Lin, Yu Gu, Ge Yu, Maosong Sun
2026ACLTowards Efficient and Effective Diffusion Language Model Inference via Semantic-Aware Adaptive Denoising.Fan Li, Yu Gu, Zhigang Wang, Fangling Leng, Zhenghao Liu, Ge Yu
2026ACLLong-Chain Reasoning Distillation via Adaptive Prefix Alignment.Zhenghao Liu, Zhuoyang Wu, Xinze Li, Yukun Yan, Shuo Wang, Zulong Chen, Yu Gu, Ge Yu, Maosong Sun
2026ACLMitigating Judgment Preference Bias in Large Language Models through Group-Based Polling.Shuliang Liu, Zhipeng Xu, Zhenghao Liu, Yukun Yan, Minghe Yu, Yu Gu, Chong Chen, Huiyuan Xie, Ge Yu
2026ACLHqeKV: Towards Hybrid Quantization and Eviction for KV Cache in Long-Context LLM Inference.He Wang, Yu Gu, Fangfang Li, Zhigang Wang, Zhenghao Liu, Ning Wang, Xiaohua Li, Ge Yu
2026ACLEnhancing Long-Chain Reasoning Distillation through Error-Aware Self-Reflection.Zhuoyang Wu, Xinze Li, Zhenghao Liu, Yukun Yan, Zhiyuan Liu, Minghe Yu, Cheng Yang, Yu Gu, Ge Yu, Maosong Sun
2026ACLMetaMem: Evolving Meta-Memory for Knowledge Utilization through Self-Reflective Symbolic Optimization.Haidong Xin, Xinze Li, Zhenghao Liu, Yukun Yan, Shuo Wang, Cheng Yang, Yu Gu, Ge Yu, Maosong Sun
2026ACLLang2Act: Fine-Grained Visual Reasoning through Self-Emergent Linguistic Toolchains.Yuqi Xiong, Chunyi Peng, Zhipeng Xu, Zhenghao Liu, Zulong Chen, Yukun Yan, Shuo Wang, Yu Gu, Ge Yu
2026ACLCheckRLM: Effective Knowledge-Thought Coherence Checking in Retrieval-Augmented Reasoning.Dingling Xu, Ruobing Wang, Qingfei Zhao, Yukun Yan, Zhichun Wang, Daren Zha, Shi Yu, Zhenghao Liu, Shuo Wang, Xu Han, Maosong Sun
2026DASFAAHIPPO: Enhancing the Table Understanding Capability of LLMs Through Hybrid-Modal Preference Optimization.Haolan Wang, Zhenghao Liu, Xinze Li, Xiaocui Yang, Yu Gu, Yukun Yan, Qi Shi, Fangfang Li, Chong Chen, Ge Yu
2026EACLThinkNote: Enhancing Knowledge Integration and Utilization of Large Language Models via Constructivist Cognition Modeling.Zhipeng Xu, Zhenghao Liu, Yukun Yan, Shuo Wang, Shi Yu, Zheni Zeng, Chaojun Xiao, Zhiyuan Liu, Ge Yu, Chenyan Xiong
2026KDDLISRec: Modeling User Preferences with Learned Item Shortcuts for Sequential Recommendation.Haidong Xin, Zhenghao Liu, Sen Mei, Yukun Yan, Shi Yu, Shuo Wang, Zulong Chen, Yu Gu, Ge Yu, Chenyan Xiong
2026SIGIRMixture-of-Retrieval Experts for Reasoning-Guided Multimodal Knowledge Exploitation.Chunyi Peng, Zhipeng Xu, Zhenghao Liu, Yishan Li, Yukun Yan, Shuo Wang, Yu Gu, Minghe Yu, Ge Yu, Maosong Sun
2026SIGIRReAlign: Optimizing the Visual Document Retriever with Reasoning-Guided Fine-Grained Alignment.Hao Yang, Yifan Ji, Zhipeng Xu, Zhenghao Liu, Yukun Yan, Zulong Chen, Shuo Wang, Yu Gu, Ge Yu
2025ACLJudge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models.Shuliang Liu, Xinze Li, Zhenghao Liu, Yukun Yan, Cheng Yang, Zheni Zeng, Zhiyuan Liu, Maosong Sun, Ge Yu
2025ACLRankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts.Mingyan Wu, Zhenghao Liu, Yukun Yan, Xinze Li, Shi Yu, Zheni Zeng, Yu Gu, Ge Yu
2025ACLRAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework.Kunlun Zhu, Yifan Luo, Dingling Xu, Yukun Yan, Zhenghao Liu, Shi Yu, Ruobing Wang, Shuo Wang, Yishan Li, Nan Zhang, Xu Han, Zhiyuan Liu, Maosong Sun
2025ADMALegalDuet: Learning Fine-Grained Representations for Legal Judgment Prediction via a Dual-View Contrastive Learning.Buqiang Xu, Xin Dai, Zhenghao Liu, Huiyuan Xie, Xiaoyuan Yi, Shuo Wang, Yukun Yan, Liner Yang, Yu Gu, Ge Yu
2025DASFAAUnsupervised Fact Error Correction Modeling by Using Span-Level Contrastive Learning.Yuqing Lan, Zhenghao Liu, Yu Gu, Xinze Li, Ge Yu
2025EMNLPClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation.Hao Chen, Yukun Yan, Sen Mei, Wanxiang Che, Zhenghao Liu, Qi Shi, Xinze Li, Yuchun Fan, Pengcheng Huang, Qiushi Xiong, Zhiyuan Liu, Maosong Sun
2025EMNLPReCUT: Balancing Reasoning Length and Accuracy in LLMs via Stepwise Trails and Preference Optimization.Zhensheng Jin, Xinze Li, Yifan Ji, Chunyi Peng, Zhenghao Liu, Qi Shi, Yukun Yan, Shuo Wang, Furong Peng, Ge Yu
2025EMNLPDeepNote: Note-Centric Deep Retrieval-Augmented Generation.Ruobing Wang, Qingfei Zhao, Yukun Yan, Daren Zha, Yuxuan Chen, Shi Yu, Zhenghao Liu, Yixuan Wang, Shuo Wang, Xu Han, Zhiyuan Liu, Maosong Sun
2025EMNLPExpandR: Teaching Dense Retrievers Beyond Queries with LLM Guidance.Sijia Yao, Pengcheng Huang, Zhenghao Liu, Yu Gu, Yukun Yan, Shi Yu, Ge Yu
2025EMNLPPersLLM: A Personified Training Approach for Large Language Models.Zheni Zeng, Jiayi Chen, Huimin Chen, Yukun Yan, Yuxuan Chen, Zhenghao Liu, Zhiyuan Liu, Maosong Sun
2025EMNLPKBAlign: Efficient Self Adaptation on Specific Textual Knowledge Bases.Zheni Zeng, Yuxuan Chen, Shi Yu, Ruobing Wang, Yukun Yan, Zhenghao Liu, Shuo Wang, Xu Han, Zhiyuan Liu, Maosong Sun
2025GLOBECOMTask-Oriented Communications for Visual Navigation with Edge-Aerial Collaboration in Low Altitude Economy.Zhengru Fang, Zhenghao Liu, Jingjing Wang, Senkang Hu, Yu Guo, Yiqin Deng, Yuguang Fang
2025ICLRRAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards.Xinze Li, Sen Mei, Zhenghao Liu, Yukun Yan, Shuo Wang, Shi Yu, Zheni Zeng, Hao Chen, Ge Yu, Zhiyuan Liu, Maosong Sun, Chenyan Xiong
2025ICLRAdvancing LLM Reasoning Generalists with Preference Trees.Lifan Yuan, Ganqu Cui, Hanbin Wang, Ning Ding, Xingyao Wang, Boji Shan, Zeyuan Liu, Jia Deng, Huimin Chen, Ruobing Xie, Yankai Lin, Zhenghao Liu, Bowen Zhou, Hao Peng, Zhiyuan Liu, Maosong Sun
2025ICLRNode-Time Conditional Prompt Learning in Dynamic Graphs.Xingtong Yu, Zhenghao Liu, Xinming Zhang, Yuan Fang
2025ICLRVisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents.Shi Yu, Chaoyue Tang, Bokai Xu, Junbo Cui, Junhao Ran, Yukun Yan, Zhenghao Liu, Shuo Wang, Xu Han, Zhiyuan Liu, Maosong Sun
2025NAACLCOAST: Enhancing the Code Debugging Ability of LLMs through Communicative Agent Based Data Synthesis.Weiqing Yang, Hanbin Wang, Zhenghao Liu, Xinze Li, Yukun Yan, Shuo Wang, Yu Gu, Minghe Yu, Zhiyuan Liu, Ge Yu
2025SIGIREnhancing the Patent Matching Capability of Large Language Models via the Memory Graph.Qiushi Xiong, Zhipeng Xu, Zhenghao Liu, Mengjia Wang, Zulong Chen, Yue Sun, Yu Gu, Xiaohua Li, Ge Yu
2025SANERCSE-WSS: Code Structure Enhancement Framework with Weighted Semantic Similarity for Changeset-Based Bug Localization.Zhenghao Liu, Li Yuan, Jiexin Wang, Yi Cai
2024ACLINTERVENOR: Prompting the Coding Ability of Large Language Models with the Interactive Chain of Repair.Hanbin Wang, Zhenghao Liu, Shuo Wang, Ganqu Cui, Ning Ding, Zhiyuan Liu, Ge Yu
2024ACLUltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset.Haoyu Wang, Shuo Wang, Yukun Yan, Xujia Wang, Zhiyu Yang, Yuzhuang Xu, Zhenghao Liu, Liner Yang, Ning Ding, Xu Han, Zhiyuan Liu, Maosong Sun
2024ACLMatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization.Zhiyu Yang, Zihan Zhou, Shuo Wang, Xin Cong, Xu Han, Yukun Yan, Zhenghao Liu, Zhixing Tan, Pengyuan Liu, Dong Yu, Zhiyuan Liu, Xiaodong Shi, Maosong Sun
2024ACLMARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin.Tianshuo Zhou, Sen Mei, Xinze Li, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu, Yu Gu, Ge Yu
2024COLINGMCTS: A Multi-Reference Chinese Text Simplification Dataset.Ruining Chong, Luming Lu, Liner Yang, Jinran Nie, Zhenghao Liu, Shuo Wang, Shuhan Zhou, Yaoxin Li, Erhong Yang
2024COLINGFusion-in-T5: Unifying Variant Signals for Simple and Effective Document Ranking with Attention Fusion.Shi Yu, Chenghao Fan, Chenyan Xiong, David Jin, Zhiyuan Liu, Zhenghao Liu
2024EMNLPEnhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs.Cheng Gao, Chaojun Xiao, Zhenghao Liu, Huimin Chen, Zhiyuan Liu, Maosong Sun
2024ICDEChameleon: Towards Update-Efficient Learned Indexing for Locally Skewed Data.Na Guo, Yaqi Wang, Wenli Sun, Yu Gu, Jianzhong Qi, Zhenghao Liu, Xiufeng Xia, Ge Yu
2024NAACLToolink: Linking Toolkit Creation and Using through Chain-of-Solving on Open-Source Model.Cheng Qian, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu
2024WWWModeling User Viewing Flow using Large Language Models for Article Recommendation.Zhenghao Liu, Zulong Chen, Moufeng Zhang, Shaoyang Duan, Hong Wen, Liangyue Li, Nan Li, Yu Gu, Ge Yu
2023ACLLeveraging Prefix Transfer for Multi-Intent Text Revision.Ruining Chong, Cunliang Kong, Liu Wu, Zhenghao Liu, Ziye Jin, Liner Yang, Yange Fan, Hanghang Fan, Erhong Yang
2023ACLStructure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data.Xinze Li, Zhenghao Liu, Chenyan Xiong, Shi Yu, Yu Gu, Zhiyuan Liu, Ge Yu
2023CIKMText Matching Improves Sequential Recommendation by Reducing Popularity Biases.Zhenghao Liu, Sen Mei, Chenyan Xiong, Xiaohua Li, Shi Yu, Zhiyuan Liu, Yu Gu, Ge Yu
2023ICLRUniversal Vision-Language Dense Retrieval: Learning A Unified Representation Space for Multi-Modal Retrieval.Zhenghao Liu, Chenyan Xiong, Yuanhuiyi Lv, Zhiyuan Liu, Ge Yu
2023SIGIROpenMatch-v2: An All-in-one Multi-Modality PLM-based Information Retrieval Toolkit.Shi Yu, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu
2022EMNLPDimension Reduction for Efficient Dense Retrieval via Conditional Autoencoder.Zhenghao Liu, Han Zhang, Chenyan Xiong, Zhiyuan Liu, Yu Gu, Xiaohua Li
2022SIGIRP3 Ranker: Mitigating the Gaps between Pre-training and Ranking Fine-tuning with Prompt-based Learning and Pre-finetuning.Xiaomeng Hu, Shi Yu, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu, Ge Yu
2021ACLFew-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision.Si Sun, Yingzhuo Qian, Zhenghao Liu, Chenyan Xiong, Kaitao Zhang, Jie Bao, Zhiyuan Liu, Paul Bennett
2021EMNLPTIAGE: A Benchmark for Topic-Shift Aware Dialog Modeling.Huiyuan Xie, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu, Ann A. Copestake
2021ICTIRMore Robust Dense Retrieval with Contrastive Dual Learning.Yizhi Li, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu
2021NAACLNeural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction.Zhenghao Liu, Xiaoyuan Yi, Maosong Sun, Liner Yang, Tat-Seng Chua
2021SIGIROpenMatch: An Open Source Library for Neu-IR Research.Zhenghao Liu, Kaitao Zhang, Chenyan Xiong, Zhiyuan Liu, Maosong Sun
2021SIGIRFew-Shot Conversational Dense Retrieval.Shi Yu, Zhenghao Liu, Chenyan Xiong, Tao Feng, Zhiyuan Liu
2020ACLFine-grained Fact Verification with Kernel Graph Attention Network.Zhenghao Liu, Chenyan Xiong, Maosong Sun, Zhiyuan Liu
2020ACLGrounded Conversation Generation as Guided Traverses in Commonsense Knowledge Graphs.Houyu Zhang, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu
2020EMNLPGeneralizing Open Domain Fact Extraction and Verification to COVID-FACT thorough In-Domain Language Modeling.Zhenghao Liu, Chenyan Xiong, Zhuyun Dai, Si Sun, Maosong Sun, Zhiyuan Liu
2020EMNLPCoreferential Reasoning Learning for Language Representation.Deming Ye, Yankai Lin, Jiaju Du, Zhenghao Liu, Peng Li, Maosong Sun, Zhiyuan Liu
2020IJCAIText Style Transfer via Learning Style Instance Supported Latent Space.Xiaoyuan Yi, Zhenghao Liu, Wenhao Li, Maosong Sun
2020WWWSelective Weak Supervision for Neural Information Retrieval.Kaitao Zhang, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu
2019ACLDocRED: A Large-Scale Document-Level Relation Extraction Dataset.Yuan Yao, Deming Ye, Peng Li, Xu Han, Yankai Lin, Zhenghao Liu, Zhiyuan Liu, Lixin Huang, Jie Zhou, Maosong Sun
2018ACLEntity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information Retrieval.Zhenghao Liu, Chenyan Xiong, Maosong Sun, Zhiyuan Liu