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Meng Fang

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

99

Venues

25

Active years

2003–2026

Best venue rank

A*

Where they publish

Papers

99 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAICausality-Aware Efficient Exploration for Cooperative Multi-Agent Reinforcement Learning.Hongye Cao, Tianpei Yang, Fan Feng, Hammadi Rafik Ouariachi, Yali Du, Meng Fang, Jing Huo, Yang Gao
2026AAAISafe Multi-agent Reinforcement Learning with Natural Language Constraints.Ziyan Wang, Meng Fang, Tristan Tomilin, Fei Fang, Yali Du
2026AAAIVision-Language Reasoning for Geolocalization: A Reinforcement Learning Approach.Biao Wu, Meng Fang, Ling Chen, Ke Xu, Tao Cheng, Jun Wang
2026AAAIInvestigating Social Bias Propagation in Federated Fine-tuning of Large Language Models.Jiaxu Zhao, Meng Fang, Mingze Zhong, Shunfeng Zheng, Ling Chen, Mykola Pechenizkiy
2026ACLFactSearch: An Interactive Agentic Fact Search System for Verifying Large Language Model Outputs.Meng Fang, Harry Mackenzie
2026ACLmPresenter: An Agentic Framework for Generating Multilingual Presentation Videos from Scientific Papers.Wenhan Han, Xiao Xiao, Mykola Pechenizkiy, Meng Fang
2026ACLMuBench: Assessment of Multilingual Capabilities of Large Language Models Across 61 Languages.Wenhan Han, Yifan Zhang, Zhixun Chen, Binbin Liu, Mykola Pechenizkiy, Meng Fang, Yin Zheng
2026ACLBenchmarking Web Agent Safety under E-commerce Deceptive Interfaces.Zijing Shi, Meng Fang, Ling Chen
2026ACLInfinity-Parser: Layout-Aware Reinforcement Learning with High-quality Document Parsing Dataset.Baode Wang, Biao Wu, Weizhen Li, Meng Fang, Zuming Huang, Jun Huang, Yanjie Liang, Haozhe Wang, Ling Chen, Wei Chu, Yuan Qi
2026ACLDOSE: Data Selection for Multi-Modal LLMs via Off-the-Shelf Models.Biao Wu, Yiwu Zhong, Meng Fang, Ling Chen
2026EACLVaseVQA: Multimodal Agent and Benchmark for Ancient Greek Pottery.Jinchao Ge, Tengfei Cheng, Biao Wu, Zeyu Zhang, Shiya Huang, Judith Bishop, Gillian Shepherd, Meng Fang, Ling Chen, Yang Zhao
2026EACLMATH-IDN: A Multilingual Mathematical Problem Solving Dataset Featuring Local Languages in Indonesia.Xiao Xiao, Iftitahu Ni'mah, Yuyun Wabula, Mykola Pechenizkiy, Meng Fang
2025ACLUnderstanding Large Language Model Vulnerabilities to Social Bias Attacks.Jiaxu Zhao, Meng Fang, Fanghua Ye, Ke Xu, Qin Zhang, Joey Tianyi Zhou, Mykola Pechenizkiy
2025ACLUnmasking Style Sensitivity: A Causal Analysis of Bias Evaluation Instability in Large Language Models.Jiaxu Zhao, Meng Fang, Kun Zhang, Mykola Pechenizkiy
2025ACLATLAS: Agent Tuning via Learning Critical Steps.Zhixun Chen, Ming Li, Yuxuan Huang, Yali Du, Meng Fang, Tianyi Zhou
2025ACLEnhancing Input-Label Mapping in In-Context Learning with Contrastive Decoding.Keqin Peng, Liang Ding, Yuanxin Ouyang, Meng Fang, Yancheng Yuan, Dacheng Tao
2025ACLWho Can Withstand Chat-Audio Attacks? An Evaluation Benchmark for Large Audio-Language Models.Wanqi Yang, Yanda Li, Meng Fang, Yunchao Wei, Ling Chen
2025ACLSpatialWebAgent: Leveraging Large Language Models for Automated Spatial Information Extraction and Map Grounding.Shunfeng Zheng, Meng Fang, Ling Chen
2025EMNLPPresentAgent: Multimodal Agent for Presentation Video Generation.Jingwei Shi, Zeyu Zhang, Biao Wu, Yanjie Liang, Meng Fang, Ling Chen, Yang Zhao
2025EMNLPBenchmarking Foundation Models with Retrieval-Augmented Generation in Olympic-Level Physics Problem Solving.Shunfeng Zheng, Yudi Zhang, Meng Fang, Zihan Zhang, Zhitan Wu, Mykola Pechenizkiy, Ling Chen
2025EMNLPSpiral of Silence in Large Language Model Agents.Mingze Zhong, Meng Fang, Zijing Shi, Yuxuan Huang, Shunfeng Zheng, Yali Du, Ling Chen, Jun Wang
2025ICLRRuAG: Learned-rule-augmented Generation for Large Language Models.Yudi Zhang, Pei Xiao, Lu Wang, Chaoyun Zhang, Meng Fang, Yali Du, Yevgeniy Puzyrev, Randolph Yao, Si Qin, Qingwei Lin, Mykola Pechenizkiy, Dongmei Zhang, Saravan Rajmohan, Qi Zhang
2025ICLRTowards Empowerment Gain through Causal Structure Learning in Model-Based Reinforcement Learning.Hongye Cao, Fan Feng, Meng Fang, Shaokang Dong, Tianpei Yang, Jing Huo, Yang Gao
2025ICLRMonte Carlo Planning with Large Language Model for Text-Based Game Agents.Zijing Shi, Meng Fang, Ling Chen
2025ICLRHASARD: A Benchmark for Vision-Based Safe Reinforcement Learning in Embodied Agents.Tristan Tomilin, Meng Fang, Mykola Pechenizkiy
2025ICLRTackling Data Corruption in Offline Reinforcement Learning via Sequence Modeling.Jiawei Xu, Rui Yang, Shuang Qiu, Feng Luo, Meng Fang, Baoxiang Wang, Lei Han
2025ICMLPreference Controllable Reinforcement Learning with Advanced Multi-Objective Optimization.Yucheng Yang, Tianyi Zhou, Mykola Pechenizkiy, Meng Fang
2025NAACLHazards in Daily Life? Enabling Robots to Proactively Detect and Resolve Anomalies.Zirui Song, Guangxian Ouyang, Meng Fang, Hongbin Na, Zijing Shi, Zhenhao Chen, Yujie Fu, Zeyu Zhang, Shiyu Jiang, Miao Fang, Ling Chen, Xiuying Chen
2025NAACLMTPChat: A Multimodal Time-Aware Persona Dataset for Conversational Agents.Wanqi Yang, Yanda Li, Meng Fang, Ling Chen
2025PRICAIBridging Confidence and Competence: Evaluating Self-assessment Alignment in LLM Mathematical Reasoning.Mingze Zhong, Zijing Shi, Ziyan Wang, Runze Liu, Meng Fang, Ling Chen
2024AAAILarge Language Models Are Neurosymbolic Reasoners.Meng Fang, Shilong Deng, Yudi Zhang, Zijing Shi, Ling Chen, Mykola Pechenizkiy, Jun Wang
2024AAAIHuman-Guided Moral Decision Making in Text-Based Games.Zijing Shi, Meng Fang, Ling Chen, Yali Du, Jun Wang
2024AAAIRepresentation-Based Robustness in Goal-Conditioned Reinforcement Learning.Xiangyu Yin, Sihao Wu, Jiaxu Liu, Meng Fang, Xingyu Zhao, Xiaowei Huang, Wenjie Ruan
2024ACLMore than Minorities and Majorities: Understanding Multilateral Bias in Language Generation.Jiaxu Zhao, Zijing Shi, Yitong Li, Yulong Pei, Ling Chen, Meng Fang, Mykola Pechenizkiy
2024ACLRetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering.Zihan Zhang, Meng Fang, Ling Chen
2024BMVCMotion Avatar: Generate Human and Animal Avatars with Arbitrary Motion.Zeyu Zhang, Yiran Wang, Biao Wu, Shuo Chen, Zhiyuan Zhang, Shiya Huang, Wenbo Zhang, Meng Fang, Ling Chen, Yang Zhao
2024EMNLPLLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing.Jiangshu Du, Yibo Wang, Wenting Zhao, Zhongfen Deng, Shuaiqi Liu, Renze Lou, Henry Peng Zou, Pranav Narayanan Venkit, Nan Zhang, Mukund Srinath, Haoran Zhang, Vipul Gupta, Yinghui Li, Tao Li, Fei Wang, Qin Liu, Tianlin Liu, Pengzhi Gao, Congying Xia, Chen Xing, Cheng Jiayang, Zhaowei Wang, Ying Su, Raj Sanjay Shah, Ruohao Guo, Jing Gu, Haoran Li, Kangda Wei, Zihao Wang, Lu Cheng, Surangika Ranathunga, Meng Fang, Jie Fu, Fei Liu, Ruihong Huang, Eduardo Blanco, Yixin Cao, Rui Zhang, Philip S. Yu, Wenpeng Yin
2024EMNLPMedINST: Meta Dataset of Biomedical Instructions.Wenhan Han, Meng Fang, Zihan Zhang, Yu Yin, Zirui Song, Ling Chen, Mykola Pechenizkiy, Qingyu Chen
2024EMNLPRevisiting Catastrophic Forgetting in Large Language Model Tuning.Hongyu Li, Liang Ding, Meng Fang, Dacheng Tao
2024EMNLPEnhancing Temporal Sensitivity and Reasoning for Time-Sensitive Question Answering.Wanqi Yang, Yanda Li, Meng Fang, Ling Chen
2024EMNLPCHAmbi: A New Benchmark on Chinese Ambiguity Challenges for Large Language Models.Qin Zhang, Sihan Cai, Jiaxu Zhao, Mykola Pechenizkiy, Meng Fang
2024ICASSPUnsupervised Multiple Choices Question Answering Via Universal Corpus.Qin Zhang, Hao Ge, Xiaojun Chen, Meng Fang
2024ICLRAdaptive Regularization of Representation Rank as an Implicit Constraint of Bellman Equation.Qiang He, Tianyi Zhou, Meng Fang, Setareh Maghsudi
2024ICLRTask Adaptation from Skills: Information Geometry, Disentanglement, and New Objectives for Unsupervised Reinforcement Learning.Yucheng Yang, Tianyi Zhou, Qiang He, Lei Han, Mykola Pechenizkiy, Meng Fang
2023AAAILottery Pools: Winning More by Interpolating Tickets without Increasing Training or Inference Cost.Lu Yin, Shiwei Liu, Meng Fang, Tianjin Huang, Vlado Menkovski, Mykola Pechenizkiy
2023ACLNLG Evaluation Metrics Beyond Correlation Analysis: An Empirical Metric Preference Checklist.Iftitahu Ni'mah, Meng Fang, Vlado Menkovski, Mykola Pechenizkiy
2023ACLA Survey for Efficient Open Domain Question Answering.Qin Zhang, Shangsi Chen, Dongkuan Xu, Qingqing Cao, Xiaojun Chen, Trevor Cohn, Meng Fang
2023ACLCHBias: Bias Evaluation and Mitigation of Chinese Conversational Language Models.Jiaxu Zhao, Meng Fang, Zijing Shi, Yitong Li, Ling Chen, Mykola Pechenizkiy
2023CoNLLA Minimal Approach for Natural Language Action Space in Text-based Games.Dongwon Ryu, Meng Fang, Gholamreza Haffari, Shirui Pan, Ehsan Shareghi
2023EACLSelf-imitation Learning for Action Generation in Text-based Games.Zijing Shi, Yunqiu Xu, Meng Fang, Ling Chen
2023EMNLPEnhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting.Fanghua Ye, Meng Fang, Shenghui Li, Emine Yilmaz
2023EMNLPTurn-Level Active Learning for Dialogue State Tracking.Zihan Zhang, Meng Fang, Fanghua Ye, Ling Chen, Mohammad-Reza Namazi-Rad
2023EMNLPCITB: A Benchmark for Continual Instruction Tuning.Zihan Zhang, Meng Fang, Ling Chen, Mohammad-Reza Namazi-Rad
2023EMNLPHow Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances.Zihan Zhang, Meng Fang, Ling Chen, Mohammad-Reza Namazi-Rad, Jun Wang
2023ICLRStay Moral and Explore: Learn to Behave Morally in Text-based Games.Zijing Shi, Meng Fang, Yunqiu Xu, Ling Chen, Yali Du
2023ICMLAre Large Kernels Better Teachers than Transformers for ConvNets?Tianjin Huang, Lu Yin, Zhenyu Zhang, Li Shen, Meng Fang, Mykola Pechenizkiy, Zhangyang Wang, Shiwei Liu
2022ACLA Model-agnostic Data Manipulation Method for Persona-based Dialogue Generation.Yu Cao, Wei Bi, Meng Fang, Shuming Shi, Dacheng Tao
2022ACLFire Burns, Sword Cuts: Commonsense Inductive Bias for Exploration in Text-based Games.Dongwon Ryu, Ehsan Shareghi, Meng Fang, Yunqiu Xu, Shirui Pan, Gholamreza Haffari
2022ACLPerceiving the World: Question-guided Reinforcement Learning for Text-based Games.Yunqiu Xu, Meng Fang, Ling Chen, Yali Du, Joey Tianyi Zhou, Chengqi Zhang
2022EMNLPTASA: Deceiving Question Answering Models by Twin Answer Sentences Attack.Yu Cao, Dianqi Li, Meng Fang, Tianyi Zhou, Jun Gao, Yibing Zhan, Dacheng Tao
2022ICLRRethinking Goal-Conditioned Supervised Learning and Its Connection to Offline RL.Rui Yang, Yiming Lu, Wenzhe Li, Hao Sun, Meng Fang, Yali Du, Xiu Li, Lei Han, Chongjie Zhang
2022NAACLPhrase-level Textual Adversarial Attack with Label Preservation.Yibin Lei, Yu Cao, Dianqi Li, Tianyi Zhou, Meng Fang, Mykola Pechenizkiy
2022NAACLIs Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics.Zihan Zhang, Meng Fang, Ling Chen, Mohammad-Reza Namazi-Rad
2022UAISuperposing many tickets into one: A performance booster for sparse neural network training.Lu Yin, Vlado Menkovski, Meng Fang, Tianjin Huang, Yulong Pei, Mykola Pechenizkiy
2021AAAIREM-Net: Recursive Erasure Memory Network for Commonsense Evidence Refinement.Yinya Huang, Meng Fang, Xunlin Zhan, Qingxing Cao, Xiaodan Liang
2021EMNLPProtoInfoMax: Prototypical Networks with Mutual Information Maximization for Out-of-Domain Detection.Iftitahu Ni'mah, Meng Fang, Vlado Menkovski, Mykola Pechenizkiy
2021EMNLPGeneralization in Text-based Games via Hierarchical Reinforcement Learning.Yunqiu Xu, Meng Fang, Ling Chen, Yali Du, Chengqi Zhang
2021ICASSPTowards Efficiently Diversifying Dialogue Generation Via Embedding Augmentation.Yu Cao, Liang Ding, Zhiliang Tian, Meng Fang
2021NAACLDAGN: Discourse-Aware Graph Network for Logical Reasoning.Yinya Huang, Meng Fang, Yu Cao, Liwei Wang, Xiaodan Liang
2020AAAIUnsupervised Domain Adaptation on Reading Comprehension.Yu Cao, Meng Fang, Baosheng Yu, Joey Tianyi Zhou
2020EMNLPPretrained Language Models for Dialogue Generation with Multiple Input Sources.Yu Cao, Wei Bi, Meng Fang, Dacheng Tao
2019AAAIInter-Class Angular Loss for Convolutional Neural Networks.Le Hui, Xiang Li, Chen Gong, Meng Fang, Joey Tianyi Zhou, Jian Yang
2019ACLDual Adversarial Neural Transfer for Low-Resource Named Entity Recognition.Joey Tianyi Zhou, Hao Zhang, Di Jin, Hongyuan Zhu, Meng Fang, Rick Siow Mong Goh, Kenneth Kwok
2019ICLRDHER: Hindsight Experience Replay for Dynamic Goals.Meng Fang, Cheng Zhou, Bei Shi, Boqing Gong, Jia Xu, Tong Zhang
2019NAACLBAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering.Yu Cao, Meng Fang, Dacheng Tao
2018CCSTowards Query Efficient Black-box Attacks: An Input-free Perspective.Yali Du, Meng Fang, Jinfeng Yi, Jun Cheng, Dacheng Tao
2018IJCAITeaching Semi-Supervised Classifier via Generalized Distillation.Chen Gong, Xiaojun Chang, Meng Fang, Jian Yang
2017ACLModel Transfer for Tagging Low-resource Languages using a Bilingual Dictionary.Meng Fang, Trevor Cohn
2017EMNLPLearning how to Active Learn: A Deep Reinforcement Learning Approach.Meng Fang, Yuan Li, Trevor Cohn
2016AAAILinear Submodular Bandits with a Knapsack Constraint.Baosheng Yu, Meng Fang, Dacheng Tao
2016AAAISubmodular Asymmetric Feature Selection in Cascade Object Detection.Baosheng Yu, Meng Fang, Dacheng Tao, Jie Yin
2016CoNLLLearning when to trust distant supervision: An application to low-resource POS tagging using cross-lingual projection.Meng Fang, Trevor Cohn
2016ECCVMulti-label Active Learning Based on Maximum Correntropy Criterion: Towards Robust and Discriminative Labeling.Zengmao Wang, Bo Du, Lefei Zhang, Liangpei Zhang, Meng Fang, Dacheng Tao
2016ICDETrGraph: Cross-network transfer learning via common signature subgraphs.Meng Fang, Jie Yin, Xingquan Zhu, Chengqi Zhang
2016ICOSTMulti-resident Location Tracking in Smart Home through Non-wearable Unobtrusive Sensors.Jie Yin, Meng Fang, Ghassem Mokhtari, Qing Zhang
2016IJCAIIterative Views Agreement: An Iterative Low-Rank Based Structured Optimization Method to Multi-View Spectral Clustering.Yang Wang, Wenjie Zhang, Lin Wu, Xuemin Lin, Meng Fang, Shirui Pan
2015CVPRSaliency propagation from simple to difficult.Chen Gong, Dacheng Tao, Wei Liu, Stephen J. Maybank, Meng Fang, Keren Fu, Jie Yang
2015SDMActive Multi-task Learning via Bandits.Meng Fang, Dacheng Tao
2014AAAIActive Learning for Crowdsourcing Using Knowledge Transfer.Meng Fang, Jie Yin, Dacheng Tao
2014KDDNetworked bandits with disjoint linear payoffs.Meng Fang, Dacheng Tao
2013CIKMActive exploration: simultaneous sampling and labeling for large graphs.Meng Fang, Jie Yin, Xingquan Zhu
2013ICDMTransfer Learning across Networks for Collective Classification.Meng Fang, Jie Yin, Xingquan Zhu
2013SDMActive Class Discovery and Learning for Networked Data.Meng Fang, Jie Yin, Chengqi Zhang, Xingquan Zhu
2012AAAIActive Learning from Oracle with Knowledge Blind Spot.Meng Fang, Xingquan Zhu, Chengqi Zhang
2012ICDMSelf-Taught Active Learning from Crowds.Meng Fang, Xingquan Zhu, Bin Li, Wei Ding, Xindong Wu
2012ICPRI don't know the label: Active learning with blind knowledge.Meng Fang, Xingquan Zhu
2012ICPRTop-k correlated subgraph query for data streams.Shirui Pan, Xingquan Zhu, Meng Fang
2010ADMASpatial Neighborhood Clustering Based on Data Field.Meng Fang, Shuliang Wang, Hong Jin
2003SEKEReal-Time Mining of Partial Periodic Patterns.Chih Lai, Lawrence Stephanie, Meng Fang