Towards Quicker Probabilistic Recognition with Multiple Goal Heuristic Search. - Richard G. Freedman; Yi Ren Fung 001; Roman Ganchin; Shlomo Zilberstein (AAAI Workshops, 2018)

FLARe: Forecasting by Learning Anticipated Representations. - Surya Teja Devarakonda; Yeahuay Joie Wu; Yi Ren Fung 001; Madalina Fiterau (MLHC, 2019)

A Comprehensive Study of Alzheimer's Disease Classification Using Convolutional Neural Networks. - Ziqiang Guan; Ritesh Kumar; Yi Ren Fung 001; Yeahuay Wu; Madalina Fiterau (CoRR, 2019)

Alzheimer's Disease Brain MRI Classification: Challenges and Insights. - Yi Ren Fung 001; Ziqiang Guan; Ritesh Kumar; Yeahuay Joie Wu; Madalina Fiterau (CoRR, 2019)

Responsive Planning and Recognition for Closed-Loop Interaction. - Richard G. Freedman; Yi Ren Fung 001; Roman Ganchin; Shlomo Zilberstein (CoRR, 2019)

Learning from Lexical Perturbations for Consistent Visual Question Answering. - Spencer Whitehead; Hui Wu 009; Yi Ren Fung 001; Heng Ji 001; Rogério Schmidt Feris; Kate Saenko (CoRR, 2020)

InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News Detection. - Yi R. Fung 001; Christopher Thomas 004; Revanth Gangi Reddy; Sandeep Polisetty; Heng Ji 001; Shih-Fu Chang; Kathleen R. McKeown; Mohit Bansal; Avi Sil (ACL/IJCNLP (1), 2021)

KompaRe: A Knowledge Graph Comparative Reasoning System. - Lihui Liu; Boxin Du; Yi Ren Fung 001; Heng Ji 001; Jiejun Xu; Hanghang Tong (KDD, 2021)

COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation. - Qingyun Wang 005; Manling Li; Xuan Wang 008; Nikolaus Nova Parulian; Guangxing Han; Jiawei Ma; Jingxuan Tu; Ying Lin; Haoran Zhang 004; Weili Liu; Aabhas Chauhan; Yingjun Guan; et al. (NAACL-HLT (Demonstrations), 2021)

RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System. - Haoyang Wen; Ying Lin; Tuan Manh Lai; Xiaoman Pan; Sha Li; Xudong Lin 003; Ben Zhou; Manling Li; Haoyu Wang 005; Hongming Zhang 009; Xiaodong Yu 003; Alexander Dong; et al. (NAACL-HLT (Demonstrations), 2021)

NewsClaims: A New Benchmark for Claim Detection from News with Background Knowledge. - Revanth Gangi Reddy; Sai Chetan Chinthakindi; Zhenhailong Wang; Yi R. Fung 001; Kathryn S. Conger; Ahmed S. Elsayed; Martha Palmer; Heng Ji 001 (CoRR, 2021)

A Zero-Shot Claim Detection Framework Using Question Answering. - Revanth Gangi Reddy; Sai Chetan Chinthakindi; Yi R. Fung 001; Kevin Small; Heng Ji 001 (COLING, 2022)

NewsClaims: A New Benchmark for Claim Detection from News with Attribute Knowledge. - Revanth Gangi Reddy; Sai Chetan Chinthakindi; Zhenhailong Wang; Yi R. Fung 001; Kathryn Conger; Ahmed Elsayed; Martha Palmer; Preslav Nakov; Eduard H. Hovy; Kevin Small; Heng Ji 001 (EMNLP, 2022)

The Battlefront of Combating Misinformation and Coping with Media Bias. - Yi R. Fung 001; Kung-Hsiang Huang; Preslav Nakov; Heng Ji 001 (KDD, 2022)

Cross-document Misinformation Detection based on Event Graph Reasoning. - Xueqing Wu 001; Kung-Hsiang Huang; Yi R. Fung 001; Heng Ji 001 (NAACL-HLT, 2022)

A Weibo Dataset for the 2022 Russo-Ukrainian Crisis. - Yi R. Fung 001; Heng Ji 001 (CoRR, 2022)

NormSAGE: Multi-Lingual Multi-Cultural Norm Discovery from Conversations On-the-Fly. - Yi R. Fung 001; Tuhin Chakraborty; Hao Guo; Owen Rambow; Smaranda Muresan; Heng Ji 001 (CoRR, 2022)

Knowledge Graph Comparative Reasoning for Fact Checking: Problem Definition and Algorithms. - Lihui Liu; Ruining Zhao; Boxin Du; Yi Ren Fung 001; Heng Ji 001; Jiejun Xu; Hanghang Tong (IEEE Data Eng. Bull., 2022)

ADEPT: A DEbiasing PrompT Framework. - Ke Yang; Charles Yu; Yi Ren Fung 001; Manling Li; Heng Ji 001 (AAAI, 2023)

Enhanced Chart Understanding via Visual Language Pre-training on Plot Table Pairs. - Mingyang Zhou; Yi Ren Fung 001; Long Chen 016; Christopher Thomas 004; Heng Ji 001; Shih-Fu Chang (ACL (Findings), 2023)

DeepMaven: Deep Question Answering on Long-Distance Movie/TV Show Videos with Multimedia Knowledge Extraction and Synthesis. - Yi Fung 001; Han Wang; Tong Wang; Ali Kebarighotbi; Mohit Bansal; Heng Ji 001; Prem Natarajan (EACL, 2023)

NORMSAGE: Multi-Lingual Multi-Cultural Norm Discovery from Conversations On-the-Fly. - Yi Fung 001; Tuhin Chakrabarty; Hao Guo; Owen Rambow; Smaranda Muresan; Heng Ji 001 (EMNLP, 2023)

Defining a New NLP Playground. - Sha Li; Chi Han; Pengfei Yu; Carl Edwards; Manling Li; Xingyao Wang 002; Yi Ren Fung 001; Charles Yu; Joel R. Tetreault; Eduard H. Hovy; Heng Ji 001 (EMNLP (Findings), 2023)

CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models. - Cheng Qian 008; Chi Han; Yi Ren Fung 001; Yujia Qin; Zhiyuan Liu 001; Heng Ji 001 (EMNLP (Findings), 2023)

Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting. - Chenkai Sun; Jinning Li 001; Yi Ren Fung 001; Hou Pong Chan; Tarek F. Abdelzaher; ChengXiang Zhai; Heng Ji 001 (EMNLP, 2023)

NLUBot101 at SemEval-2023 Task 3: An Augmented Multilingual NLI Approach Towards Online News Persuasion Techniques Detection. - Genglin Liu; Yi Fung 001; Heng Ji 001 (SemEval@ACL, 2023)

GSplit: Scaling Graph Neural Network Training on Large Graphs via Split-Parallelism. - Sandeep Polisetty; Juelin Liu; Kobi Falus; Yi Ren Fung 001; Seung-Hwan Lim; Hui Guan 001; Marco Serafini (CoRR, 2023)

SmartBook: AI-Assisted Situation Report Generation. - Revanth Gangi Reddy; Yi R. Fung 001; Qi Zeng 001; Manling Li; Ziqi Wang 003; Paul Sullivan; Heng Ji 001 (CoRR, 2023)

Tool Learning with Foundation Models. - Yujia Qin; Shengding Hu; Yankai Lin; Weize Chen; Ning Ding 002; Ganqu Cui; Zheni Zeng; Yufei Huang 008; Chaojun Xiao; Chi Han; Yi Ren Fung 001; Yusheng Su; et al. (CoRR, 2023)

LM-Switch: Lightweight Language Model Conditioning in Word Embedding Space. - Chi Han; Jialiang Xu; Manling Li; Yi Fung 001; Chenkai Sun; Nan Jiang 008; Tarek F. Abdelzaher; Heng Ji 001 (CoRR, 2023)

CREATOR: Disentangling Abstract and Concrete Reasonings of Large Language Models through Tool Creation. - Cheng Qian 008; Chi Han; Yi R. Fung 001; Yujia Qin; Zhiyuan Liu 001; Heng Ji 001 (CoRR, 2023)

Enhanced Chart Understanding in Vision and Language Task via Cross-modal Pre-training on Plot Table Pairs. - Mingyang Zhou; Yi R. Fung 001; Long Chen 016; Christopher Thomas 004; Heng Ji 001; Shih-Fu Chang (CoRR, 2023)

R-Tuning: Teaching Large Language Models to Refuse Unknown Questions. - Hanning Zhang; Shizhe Diao; Yong Lin; Yi R. Fung 001; Qing Lian; Xingyao Wang 002; Yangyi Chen; Heng Ji 001; Tong Zhang 001 (CoRR, 2023)

Word Embeddings Are Steers for Language Models. - Chi Han; Jialiang Xu; Manling Li; Yi Fung 001; Chenkai Sun; Nan Jiang 008; Tarek F. Abdelzaher; Heng Ji 001 (ACL (1), 2024)

Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning. - Kung-Hsiang Huang; Mingyang Zhou; Hou Pong Chan; Yi Fung 001; Zhenhailong Wang; Lingyu Zhang 002; Shih-Fu Chang; Heng Ji 001 (ACL (Findings), 2024)

Agenda-Driven Question Generation: A Case Study in the Courtroom Domain. - Yi Ren Fung 001; Anoop Kumar; Aram Galstyan; Heng Ji 001; Prem Natarajan (LREC/COLING, 2024)

MACAROON: Training Vision-Language Models To Be Your Engaged Partners. - Shujin Wu; Yi Fung 001; Sha Li; Yixin Wan; Kai-Wei Chang; Heng Ji 001 (EMNLP (Findings), 2024)

CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets. - Lifan Yuan; Yangyi Chen; Xingyao Wang 002; Yi Fung 001; Hao Peng 009; Heng Ji 001 (ICLR, 2024)

R-Tuning: Instructing Large Language Models to Say 'I Don't Know'. - Hanning Zhang; Shizhe Diao; Yong Lin; Yi R. Fung 001; Qing Lian; Xingyao Wang 002; Yangyi Chen; Heng Ji 001; Tong Zhang 001 (NAACL-HLT, 2024)

If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents. - Ke Yang; Jiateng Liu; John Wu; Chaoqi Yang; Yi R. Fung 001; Sha Li; Zixuan Huang 001; Xu Cao; Xingyao Wang 002; Yiquan Wang; Heng Ji 001; Chengxiang Zhai (CoRR, 2024)

Massively Multi-Cultural Knowledge Acquisition & LM Benchmarking. - Yi Fung 001; Ruining Zhao; Jae Doo; Chenkai Sun; Heng Ji 001 (CoRR, 2024)

Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement. - Chenkai Sun; Ke Yang; Revanth Gangi Reddy; Yi R. Fung 001; Hou Pong Chan; ChengXiang Zhai; Heng Ji 001 (CoRR, 2024)

LEMMA: Towards LVLM-Enhanced Multimodal Misinformation Detection with External Knowledge Augmentation. - Keyang Xuan; Li Yi; Fan Yang; Ruochen Wu; Yi R. Fung 001; Heng Ji 001 (CoRR, 2024)

From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models. - Kung-Hsiang Huang; Hou Pong Chan; Yi Ren Fung 001; Haoyi Qiu; Mingyang Zhou; Shafiq Joty; Shih-Fu Chang; Heng Ji 001 (CoRR, 2024)

Knowledge Overshadowing Causes Amalgamated Hallucination in Large Language Models. - Yuji Zhang 002; Sha Li; Jiateng Liu; Pengfei Yu; Yi R. Fung 001; Jing Li 049; Manling Li; Heng Ji 001 (CoRR, 2024)

MMBoundary: Advancing MLLM Knowledge Boundary Awareness through Reasoning Step Confidence Calibration. - Zhitao He 001; Sandeep Polisetty; Zhiyuan Fan; Yuchen Huang; Shujin Wu; Yi R. Fung 001 (ACL (1), 2025)

The Law of Knowledge Overshadowing: Towards Understanding, Predicting and Preventing LLM Hallucination. - Yuji Zhang 002; Sha Li; Cheng Qian 008; Jiateng Liu; Pengfei Yu; Chi Han; Yi R. Fung 001; Kathleen McKeown; ChengXiang Zhai; Manling Li; Heng Ji 001 (ACL (Findings), 2025)

VLM2-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues. - Jianshu Zhang 003; Dongyu Yao; Renjie Pi; Paul Pu Liang; Yi R. Fung 001 (ACL (1), 2025)

Unveiling the Lack of LVLM Robustness to Fundamental Visual Variations: Why and Path Forward. - Zhiyuan Fan; Yumeng Wang; Sandeep Polisetty; Yi R. Fung 001 (ACL (Findings), 2025)

Self-Correction is More than Refinement: A Learning Framework for Visual and Language Reasoning Tasks. - Jiayi He; Hehai Lin; Qingyun Wang 005; Yi R. Fung 001; Heng Ji 001 (ACL (Findings), 2025)

TAMP: Token-Adaptive Layerwise Pruning in Multimodal Large Language Models. - Jaewoo Lee; Keyang Xuan; Chanakya Ekbote; Sandeep Polisetty; Yi R. Fung 001; Paul Pu Liang (ACL (Findings), 2025)

PropaInsight: Toward Deeper Understanding of Propaganda in Terms of Techniques, Appeals, and Intent. - Jiateng Liu; Lin Ai; Zizhou Liu; Payam Karisani; Zheng Hui; Yi Fung 001; Preslav Nakov; Julia Hirschberg; Heng Ji 001 (COLING, 2025)

Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement. - Chenkai Sun; Ke Yang; Revanth Gangi Reddy; Yi Ren Fung 001; Hou Pong Chan; Kevin Small; ChengXiang Zhai; Heng Ji 001 (COLING, 2025)

Aligning LLMs with Individual Preferences via Interaction. - Shujin Wu; Yi R. Fung 001; Cheng Qian 008; Jeonghwan Kim; Dilek Hakkani-Tur; Heng Ji 001 (COLING, 2025)

CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering. - Yumeng Wang; Zhiyuan Fan; Qingyun Wang 005; Yi R. Fung 001; Heng Ji 001 (NAACL (Findings), 2025)

Group-Adaptive Threshold Optimization for Robust AI-Generated Text Detection. - Minseok Jung; Cynthia Fuertes Panizo; Liam Dugan; Yi R. Fung 001; Pin-Yu Chen; Paul Pu Liang (CoRR, 2025)

VLM2-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues. - Jianshu Zhang 003; Dongyu Yao; Renjie Pi; Paul Pu Liang; Yi R. Fung 001 (CoRR, 2025)

MimeQA: Towards Socially-Intelligent Nonverbal Foundation Models. - Hengzhi Li; Megan Tjandrasuwita; Yi R. Fung 001; Armando Solar-Lezama; Paul Pu Liang (CoRR, 2025)

Scaling Laws of Synthetic Data for Language Models. - Zeyu Qin; Qingxiu Dong; Xingxing Zhang 002; Li Dong 004; Xiaolong Huang; Ziyi Yang; Mahmoud Khademi; Dongdong Zhang 001; Hany Hassan Awadalla; Yi R. Fung 001; Weizhu Chen; Minhao Cheng; et al. (CoRR, 2025)

Alice: Proactive Learning with Teacher's Demonstrations for Weak-to-Strong Generalization. - Shujin Wu; Cheng Qian 008; Yi R. Fung 001; Paul Pu Liang; Heng Ji 001 (CoRR, 2025)

V2R-Bench: Holistically Evaluating LVLM Robustness to Fundamental Visual Variations. - Zhiyuan Fan; Yumeng Wang; Sandeep Polisetty; Yi R. Fung 001 (CoRR, 2025)

Tool Learning with Foundation Models. - Yujia Qin; Shengding Hu; Yankai Lin; Weize Chen; Ning Ding 002; Ganqu Cui; Zheni Zeng; Xuanhe Zhou; Yufei Huang 008; Chaojun Xiao; Chi Han; Yi R. Fung 001; et al. (ACM Comput. Surv., 2025)

RePPL: Recalibrating Perplexity by Uncertainty in Semantic Propagation and Language Generation for Explainable QA Hallucination Detection. - Yiming Huang; Junyan Zhang; Zihao Wang; Biquan Bie; Xuming Hu; Yi R. (May) Fung; Xinlei He 001 (CoRR, 2025)

AdaCtrl: Towards Adaptive and Controllable Reasoning via Difficulty-Aware Budgeting. - Shijue Huang; Hongru Wang 003; Wanjun Zhong; Zhaochen Su; Jiazhan Feng; Bowen Cao; Yi R. (May) Fung (CoRR, 2025)

Let's Reason Formally: Natural-Formal Hybrid Reasoning Enhances LLM's Math Capability. - Ruida Wang; Yuxin Li; Yi R. (May) Fung; Tong Zhang 001 (CoRR, 2025)

MedEBench: Revisiting Text-instructed Image Editing on Medical Domain. - Minghao Liu; Zhitao He 001; Zhiyuan Fan; Qingyun Wang 005; Yi R. Fung 001 (CoRR, 2025)

MATP-BENCH: Can MLLM Be a Good Automated Theorem Prover for Multimodal Problems? - Zhitao He 001; Zongwei Lyu; Dazhong Chen; Dadi Guo; Yi R. Fung 001 (CoRR, 2025)

Mathematical Proof as a Litmus Test: Revealing Failure Modes of Advanced Large Reasoning Models. - Dadi Guo; Jiayu Liu; Zhiyuan Fan; Zhitao He 001; Haoran Li; Yumeng Wang; Yi R. Fung 001 (CoRR, 2025)

Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers. - Zhaochen Su; Peng Xiang; Hangyu Guo; Zhenhua Liu; Yan Ma; Xiaoye Qu; Jiaqi Liu; Yanshu Li; Kaide Zeng; Zhengyuan Yang; Linjie Li; Yu Cheng 001; et al. (CoRR, 2025)

CultureCLIP: Empowering CLIP with Cultural Awareness through Synthetic Images and Contextualized Captions. - Yuchen Huang; Zhiyuan Fan; Zhitao He 001; Sandeep Polisetty; Wenyan Li; Yi R. Fung 001 (CoRR, 2025)

DocCHA: Towards LLM-Augmented Interactive Online diagnosis System. - Xinyi Liu; Dachun Sun; Yi R. Fung 001; Dilek Hakkani-Tür; Tarek F. Abdelzaher (CoRR, 2025)

Diversity-Enhanced Reasoning for Subjective Questions. - Yumeng Wang; Zhiyuan Fan; Jiayu Liu; Yi R. (May) Fung (CoRR, 2025)