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Who cites Zesen Cheng

454 citations of their works from 444 papers of our library (of the 149,439 whose bibliographies we read) · 136 with a page here, the most cited first · page 1 of 2 · 1–100 · ← Zesen Cheng

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  1. Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time ScalingarXiv:2412.05271Zhe Chen, Weiyun Wang, Yue Cao, et al.2024 · 287 citations
  2. InternVideo2: Scaling Foundation Models for Multimodal Video UnderstandingLecture notes in computer scienceYi Wang, Kunchang Li, Xinhao Li, et al.2024 · 253 citations
  3. InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal ModelsarXiv:2504.10479Jinguo Zhu, Weiyun Wang, Zhe Chen, et al.2025 · 216 citations
  4. InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and EfficiencyarXiv:2508.18265Weiyun Wang, Zhangwei Gao, Lixin Gu, et al.2025 · 179 citations
  5. MLVU: Benchmarking Multi-task Long Video UnderstandingIEEE Computer Society Conference on Computer Vision and Pattern RecognitionJunjie Zhou, Yan Shu, Bo Zhao, et al.2024 · 140 citations
  6. LLaVA-Video: Video Instruction Tuning With Synthetic DataarXiv:2410.02713Yuanhan Zhang, Jinming Wu, Wei Li, et al.2024 · 119 citations
  7. Long Context Transfer from Language to VisionarXiv:2406.16852Peiyuan Zhang, Kaichen Zhang, Bo Li, et al.2024 · 73 citations
  8. MagicPIG: LSH Sampling for Efficient LLM GenerationarXiv:2410.16179Zhuoming Chen, Ranajoy Sadhukhan, Zihao Ye, et al.2024 · 68 citations
  9. Kimi K2.5: Visual Agentic IntelligencearXiv:2602.02276Kimi Team, Tongtong Bai, Yifan Bai, et al.2026 · 66 citations
  10. mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language ModelsarXiv:2408.04840Jiabo Ye, Haiyang Xu, Haowei Liu, et al.2024 · 60 citations
  11. Kimi-Audio Technical ReportarXiv:2504.18425KimiTeam, Ding Ding, Zeqian Ju, et al.2025 · 57 citations
  12. Baichuan-Omni-1.5 Technical ReportarXiv:2501.15368Yadong Li, Jun Liu, Tao Zhang, et al.2025 · 28 citations
  13. Baichuan-Omni Technical ReportarXiv:2410.08565Yadong Li, Haoze Sun, Mingan Lin, et al.2024 · 18 citations
  14. Shallow Focus, Deep Fixes: Enhancing Shallow Layers Vision Attention Sinks to Alleviate Hallucination in LVLMsConference on Empirical Methods in Natural Language Processing (EMNLP)Xiaofeng Zhang, Yihao Quan, Chen Shen, et al.2025 · 14 citations
  15. Too Many Frames, Not All Useful: Efficient Strategies for Long-Form Video QAConference of the European Chapter of the Association for Computational Linguistics (EACL)Jongwoo Park, Kanchana Ranasinghe, Kumara Kahatapitiya, et al.2026 · 13 citations
  16. Rethinking Jailbreak Detection of Large Vision Language Models with Representational Contrastive ScoringAnnual Meeting of the Association for Computational Linguistics (ACL)Peichun Hua, Hao Li, Shanghao Shi, et al.2026 · 10 citations
  17. Audio-centric Video Understanding Benchmark without Text ShortcutConference on Empirical Methods in Natural Language Processing (EMNLP)Yudong Yang, Jimin Zhuang, Guangzhi Sun, et al.2025 · 10 citations
  18. HERMES: KV Cache as Hierarchical Memory for Efficient Streaming Video UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL)Haowei Zhang, Shudong Yang, Jinlan Fu, et al.2026 · 9 citations
  19. LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration BenchmarkFindings of the Association for Computational LinguisticsGuangyi Liu, Pengxiang Zhao, Liang Liu, et al.2026 · 9 citations
  20. DeepSeek-OCR 2: Visual Causal FlowarXiv:2601.20552Haoran Wei, Yaofeng Sun, Yukun Li2026 · 8 citations
  21. T2I-ReasonBench: Benchmarking Reasoning-Informed Text-to-Image GenerationFindings of the Association for Computational LinguisticsKaiyue Sun, Rongyao Fang, Chengqi Duan, et al.2026 · 8 citations
  22. Benchmarking Vision-Language Models on Chinese Ancient Documents: From OCR to Knowledge ReasoningFindings of the Association for Computational LinguisticsHaiyang Yu, Yuchuan Wu, Fan Shi, et al.2026 · 7 citations
  23. ERNIE 5.0 Technical ReportarXiv:2602.04705Haifeng Wang, Hua Wu, Tian Wu, et al.2026 · 7 citations
  24. Hearing to Translate: The Effectiveness of Speech Modality Integration into LLMsTransactions of the Association for Computational Linguistics (TACL)Sara Papi, Javier Garcia Gilabert, Zachary Hopton, et al.2026 · 7 citations
  25. MAS-Bench: A Unified Benchmark for Shortcut-Augmented Hybrid Mobile GUI AgentsAnnual Meeting of the Association for Computational Linguistics (ACL)Pengxiang Zhao, Guangyi Liu, Yaozhen Liang, et al.2026 · 6 citations
  26. ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from ScratchAnnual Meeting of the Association for Computational Linguistics (ACL)Zheng Liu, Honglin Lin, Xiaoyang Wang, et al.2026 · 5 citations
  27. INFACT: A Diagnostic Benchmark for Induced Faithfulness and Factuality Hallucinations in Video-LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Yangjunqi, Yuecong Min, Jie Zhang, et al.2026 · 5 citations
  28. MiniCPM-o 4.5: Towards Real-Time Full-Duplex Omni-Modal InteractionarXiv:2604.27393Junbo Cui, Bokai Xu, Chongyi Wang, et al.2026 · 5 citations
  29. GLM-OCR Technical ReportarXiv:2603.10910Shuaiqi Duan, Yadong Xue, Weihan Wang, et al.2026 · 4 citations
  30. UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and GranularitiesAnnual Meeting of the Association for Computational Linguistics (ACL)Woongyeong Yeo, Kangsan Kim, Soyeong Jeong, et al.2026 · 4 citations
  31. Forest Before Trees: Latent Superposition for Efficient Visual ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Yubo Wang, Juntian Zhang, Yichen Wu, et al.2026 · 3 citations
  32. From Charts to Code: A Hierarchical Benchmark for Multimodal ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Jiahao Tang, Henry Hengyuan Zhao, Lijian Wu, et al.2026 · 3 citations
  33. Unified Thinker: A General Reasoning Core for Image GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Sashuai Zhou, Qiang Zhou, Jijin Hu, et al.2026 · 3 citations
  34. Behavior-Aware Item Modeling via Dynamic Procedural Solution Representations for Knowledge TracingFindings of the Association for Computational LinguisticsJun Seo, Sangwon Ryu, Heejin Do, et al.2026 · 2 citations
  35. CoV: Chain-of-View Prompting for Spatial ReasoningFindings of the Association for Computational LinguisticsHaoyu Zhao, Akide Liu, Zeyu Zhang, et al.2026 · 2 citations
  36. MTAVG-Bench: A Diagnostic Benchmark for Multi-Talker Dialogue-Centric Audio-Video GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Yanghao Zhou, Haitian Li, Rexar Lin, et al.2026 · 2 citations
  37. Once Correct, Still Wrong: Counterfactual Hallucination in Multilingual Vision-Language ModelsFindings of the Association for Computational LinguisticsBasel Mousi, Fahim Dalvi, Shammur Absar Chowdhury, et al.2026 · 2 citations
  38. PersonalAlign: Hierarchical Implicit Intent Alignment for Personalized GUI Agent with Long-Term User-Centric RecordsAnnual Meeting of the Association for Computational Linguistics (ACL)Yibo Lyu, Gongwei Chen, Rui Shao, et al.2026 · 2 citations
  39. Sculpting the Vector Space: Towards Efficient Multi-Vector Visual Document Retrieval via Prune-then-Merge FrameworkFindings of the Association for Computational LinguisticsYibo Yan, Mingdong Ou, Yi Cao, et al.2026 · 2 citations
  40. STEP3-VL-10B Technical ReportarXiv:2601.09668Ailin Huang, Chengyuan Yao, Chunrui Han, et al.2026 · 2 citations
  41. Anchor: Branch-Point Data Generation for GUI AgentsAnnual Meeting of the Association for Computational Linguistics (ACL)Jinbiao Wei, Yilun Zhao, Kangqi Ni, et al.2026 · 1 citation
  42. CityCube: Benchmarking Cross-view Spatial Reasoning on Vision-Language Models in Urban EnvironmentsAnnual Meeting of the Association for Computational Linguistics (ACL)Haotian Xu, Yue Hu, Zhengqiu Zhu, et al.2026 · 1 citation
  43. LAMAR-2 at MedGenVidQA 2026: Visual Answer Localization in Medical Videos via Multimodal LLM and Context-Augmented PromptingBioNLPWatcharitpol Sermsrisuwan, Nopporn Lekuthai, Seksan Yoadsanit, et al.2026 · 1 citation
  44. MMErroR: A Benchmark for Erroneous Reasoning in Vision-Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Yang Shi, Yifeng Xie, Minzhe Guo, et al.2026 · 1 citation
  45. OmniDiagram: Advancing Unified Diagram Code Generation via Visual Interrogation RewardFindings of the Association for Computational LinguisticsHaoyue Yang, Xuanle Zhao, Xuexin Liu, et al.2026 · 1 citation
  46. Render-of-Thought: Rendering Textual Chain-of-Thought as Images for Visual Latent ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Yifan Wang, Shiyu Li, Peiming Li, et al.2026 · 1 citation
  47. SCAN: Semantic Document Layout Analysis for Textual and Visual Retrieval-Augmented GenerationFindings of the Association for Computational LinguisticsNobuhiro Ueda, Yuyang Dong, Krisztián Boros, et al.2026 · 1 citation
  48. Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-ExpertsAnnual Meeting of the Association for Computational Linguistics (ACL)Haolei Xu, Haiwen Hong, Hongxing Li, et al.2026 · 1 citation
  49. Structured and Abstractive Reasoning on Multi-modal Relational Knowledge ImagesFindings of the Association for Computational LinguisticsYichi Zhang, Zhuo Chen, Lingbing Guo, et al.2026 · 1 citation
  50. USB: A COMPREHENSIVE AND UNIFIED SAFETY EVALUATION BENCHMARK FOR MULTIMODAL LARGE LANGUAGE MODELSAnnual Meeting of the Association for Computational Linguistics (ACL)Baolin Zheng, Guanlin Chen, Qingyang Teng, et al.2026 · 1 citation
  51. Utility-Oriented Visual Evidence Selection for Multimodal Retrieval-Augmented GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Weiqing Luo, Zongye Hu, Xiao Wang, et al.2026 · 1 citation
  52. Vision-Language Introspection: Mitigating Overconfident Hallucinations in MLLMs via Interpretable Bi-Causal SteeringAnnual Meeting of the Association for Computational Linguistics (ACL)Shuliang Liu, Songbo Yang, Dong Fang, et al.2026 · 1 citation
  53. Visually-Guided Policy Optimization for Multimodal ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Zengbin Wang, Feng Xiong, Liang Lin, et al.2026 · 1 citation
  54. WikiSeeker: Rethinking the Role of Vision-Language Models in Knowledge-Based Visual Question AnsweringFindings of the Association for Computational LinguisticsYingjian Zhu, Xinming Wang, Kun Ding, et al.2026 · 1 citation
  55. “I See What You Did There”: Can Large Vision-Language Models Understand Multimodal Puns?Annual Meeting of the Association for Computational Linguistics (ACL)Naen Xu, Jiayi Sheng, Changjiang Li, et al.2026 · 1 citation
  56. A Multistage Extraction Pipeline for Long Scanned Financial Documents: An Empirical Study in Industrial KYC WorkflowsAnnual Meeting of the Association for Computational Linguistics (ACL)Han Yuxuan, Yuanxing Zhang, Yushuo Wang, et al.2026
  57. A Survey of Large Models in SportsFindings of the Association for Computational LinguisticsYichen Xu, Jianzhe Ma, Chuhan Wang, et al.2026
  58. A11y-Compressor: A Framework for Enhancing the Efficiency of GUI Agent Observations through Visual Context Reconstruction and Redundancy ReductionAnnual Meeting of the Association for Computational Linguistics (ACL)Michito Takeshita, Takuro Kawada, Takumi Ohashi, et al.2026
  59. Agent-Dice: Disentangling Knowledge Updates via Geometric Consensus for Agent Continual LearningFindings of the Association for Computational LinguisticsZheng Wu, Xingyu Lou, Xinbei Ma, et al.2026
  60. Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Jiahuan Zhang, Shunwen Bai, Tianheng Wang, et al.2026
  61. Benchmarking the Fine-Grained Discriminability in Image-Text Retrieval via Controlled Contrastive DifferencesFindings of the Association for Computational LinguisticsZhen Wang, Xi Zhou, Yating Yang, et al.2026
  62. Benchmarking Web Agent Safety under E-commerce Deceptive InterfacesAnnual Meeting of the Association for Computational Linguistics (ACL)Zijing Shi, Meng Fang, Ling Chen2026
  63. Beyond Modality Collapse: Taming Guided Modality Entropy for Omni-modal Emotion ReasoningFindings of the Association for Computational LinguisticsXian Zhao, Rui Hu, Yuxiang Zhang, et al.2026
  64. CAIR: Causal Adaptive Information-based Reinforcement Learning for Multimodal Emotion ReasoningFindings of the Association for Computational LinguisticsFengyu Zhang, Bin Liu, Jianhua Tao, et al.2026
  65. CharTide: Data-Centric Chart-to-Code Generation via Tri-Perspective Tuning and Inquiry-Driven EvolutionAnnual Meeting of the Association for Computational Linguistics (ACL)Xiangxi Zheng, Kuang He, Jiayi Hu, et al.2026
  66. ChemVLR: Prioritizing Reasoning in Perception for Chemical Vision-Language UnderstandingFindings of the Association for Computational LinguisticsXuanle Zhao, Xinyuan Cai, Xiang Cheng, et al.2026
  67. CogEvolve: A Multimodal Benchmark for Evaluating Relational Reasoning in Semantic ExtensionAnnual Meeting of the Association for Computational Linguistics (ACL)Jingjie Zeng, Huayang Li, Liang Yang, et al.2026
  68. Common to Whom? Regional Cultural Commonsense and LLM Bias in IndiaAnnual Meeting of the Association for Computational Linguistics (ACL)Sangmitra Madhusudan, Trush Shashank More, Steph Buongiorno, et al.2026
  69. DaMo: Data Mixing Optimizer in Fine-tuning Multimodal LLMs for Mobile Phone AgentsFindings of the Association for Computational LinguisticsKai Shi, Jun Yang, Ni Yang, et al.2026
  70. Dashboard2Code: Evaluating Multimodal Models on Reconstructing Interactive DashboardsAnnual Meeting of the Association for Computational Linguistics (ACL)Tianhao Niu, Ziyu Han, Qiguang Chen, et al.2026
  71. Does Chain-of-Thought Reasoning Help Mobile GUI Agents? An Empirical StudyFindings of the Association for Computational LinguisticsLi Zhang, Longxi Gao, Mengwei Xu2026
  72. Does RLVR Extend Reasoning Boundaries? Investigating Capability Expansion in Vision-Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Minghe Shen, Zhuo Zhi, Chonghan Liu, et al.2026
  73. Draft, Verify, Restore: Self-Refining Historical Inscription Restoration with a Unified MLLMAnnual Meeting of the Association for Computational Linguistics (ACL)Yuyi Zhang, Junle Liu, Peirong Zhang, et al.2026
  74. ECHA: Jailbreaking LVLMs via the Mismatch between Implicit Semantic Reconstruction and Explicit Safety AlignmentFindings of the Association for Computational LinguisticsChenxing Xu, Junyong Jiang, Zehu Zhang, et al.2026
  75. Editing the Moving World: Model Editing for Video LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Qian Zhang, Xinye Li, Xiaokai Wu, et al.2026
  76. EduMARS: Can Vision-Language Models Grade Like Teachers? Benchmarking Multimodal, Rubric-Based Assessment on Chinese K-12 AnswersFindings of the Association for Computational LinguisticsXuan Zhao, Jiashun Chen, Wanting xu, et al.2026
  77. EmoMM: Benchmarking and Steering MLLM for Multimodal Emotion Recognition under Conflict and MissingnessFindings of the Association for Computational LinguisticsYueru Sun, Yimeng Zhang, Haoyu Gu, et al.2026
  78. Enabling Stroke-Level Structural Analysis of Hieroglyphic Scripts without Language-Specific PriorsFindings of the Association for Computational LinguisticsFuwen Luo, Zihao Wan, Ziyue Wang, et al.2026
  79. Expert-Guided Schema-Based Structured Extraction from CONSORT Diagrams Using Vision-Language ModelsBioNLPDamian Stachura, Bartosz Przechera, Monika Opałek, et al.2026
  80. FedGUI: Benchmarking Federated GUI Agents across Heterogeneous Platforms, Devices, and Operating SystemsFindings of the Association for Computational LinguisticsWenHao Wang, Haoting Shi, Mengying Yuan, et al.2026
  81. Fico: Evaluating Vision-Language Models under Visual Fidelity and Compression at ScaleFindings of the Association for Computational LinguisticsJianhong Tu, Nicholas Crispino, Kyle Montgomery, et al.2026
  82. FinMRAGBench: A Realistic and Complex Benchmark for Multi-Modal RAG in Financial Document AnalysisFindings of the Association for Computational LinguisticsShouqing Yang, Qi Zhang, Yuhang Yang, et al.2026
  83. Fixing Semantic Blind Spots in Anchor Tokens of dMLLMsFindings of the Association for Computational LinguisticsRuixuan Xu, Jiexi Xu, Qiyan Zhao, et al.2026
  84. From Attenuation to Attention: Variational Information Flow Manipulation for Fine-Grained Visual PerceptionFindings of the Association for Computational LinguisticsJilong Zhu, Yang Feng2026
  85. From Detection to Understanding: Multi-Turn Reasoning for Video Misinformation AnalysisAnnual Meeting of the Association for Computational Linguistics (ACL)Zhi Zeng, Jiaying Wu, Minnan Luo, et al.2026
  86. From Form to Logic: Masked Reconstruction and Reasoning Distillation for Short Video Fake News DetectionAnnual Meeting of the Association for Computational Linguistics (ACL)Qingyan Wang, Lianwei Wu, Botao Wang, et al.2026
  87. From Recognition to Reasoning: Benchmarking and Enhancing MLLMs on Real-World Receipt Document UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL)Yandi Wang, Libin Zhan, Ziwei Huang, et al.2026
  88. G-Cap: A Game Character Caption GeneratorAnnual Meeting of the Association for Computational Linguistics (ACL)Yang Yang, Feng Hu, Haiming Zhang, et al.2026
  89. GaLa: Hypergraph-Guided Visual Language Models for Procedural PlanningFindings of the Association for Computational LinguisticsKun Wang, Li Yiming, Mingcheng Qu, et al.2026
  90. GameplayQA: A Benchmarking Framework for Decision-Dense POV-Synced Multi-Video Understanding of 3D Virtual AgentsAnnual Meeting of the Association for Computational Linguistics (ACL)Yunzhe Wang, Runhui Xu, Kexin Zheng, et al.2026
  91. Geoparsing: Diagram Parsing for Plane and Solid Geometry with a Unified Formal LanguageFindings of the Association for Computational LinguisticsPeijie Wang, Ming-Liang Zhang, Jun Cao, et al.2026
  92. GeoRC: A Benchmark for Geolocation Reasoning ChainsAnnual Meeting of the Association for Computational Linguistics (ACL)Mohit Talreja, Joshua Diao, Jim James, et al.2026
  93. Hard to Read, Easy to Jailbreak: How Visual Degradation Bypasses MLLM Safety AlignmentFindings of the Association for Computational LinguisticsZhixue Song, Boyan Han, Yiwei Wang, et al.2026
  94. How Do LLMs and VLMs Understand Viewpoint Rotation Without Vision? An Interpretability StudyAnnual Meeting of the Association for Computational Linguistics (ACL)Zhen Yang, Ping Jian, Zhongbin Guo, et al.2026
  95. How do Visual Attributes Influence Web Agents? A Comprehensive Evaluation of User Interface Design FactorsFindings of the Association for Computational LinguisticsKuai Yu, Naicheng Yu, Han Wang, et al.2026
  96. Hybrid Self-evolving Structured Memory for Computer-Use AgentsFindings of the Association for Computational LinguisticsSibo Zhu, Wenyi WU, Kun Zhou, et al.2026
  97. J-Shuwa: A Large-Scale Web-Collected Japanese Sign Language-Japanese Parallel CorpusFindings of the Association for Computational LinguisticsJunwen Mo, MinhDuc Vo, Noriki Nishida, et al.2026
  98. Measure Twice, Click Once: Co-evolving Proposer and Visual Critic via Reinforcement Learning for GUI GroundingAnnual Meeting of the Association for Computational Linguistics (ACL)Wenkai Wang, Xiyun Li, Hongcan Guo, et al.2026
  99. MEUR: A Benchmark for Evaluating Vision-Language Models on Multimodal Event Understanding and ReasoningLanguage Resources and Evaluation Conference (LREC)Zimu Wang, Yuqi Wang, Tong Chen, et al.2026
  100. Minos: A Multimodal Evaluation Model for Bidirectional Generation Between Image and TextFindings of the Association for Computational LinguisticsJunzhe Zhang, Huixuan Zhang, Xinyu Hu, et al.2026

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