Joty, Shafiq

26 publications

TMLR 2026 SMILE: A Composite Lexical-Semantic Metric for Question-Answering Evaluation Shrikant Kendre, Austin Xu, Honglu Zhou, Michael S Ryoo, Shafiq Joty, Juan Carlos Niebles

TMLR 2025 A Comprehensive Survey of Contamination Detection Methods in Large Language Models Mathieu Ravaut, Bosheng Ding, Fangkai Jiao, Hailin Chen, Xingxuan Li, Ruochen Zhao, Chengwei Qin, Caiming Xiong, Shafiq Joty

TMLR 2025 A Survey of Frontiers in LLM Reasoning: Inference Scaling, Learning to Reason, and Agentic Systems Zixuan Ke, Fangkai Jiao, Yifei Ming, Xuan-Phi Nguyen, Austin Xu, Do Xuan Long, Minzhi Li, Chengwei Qin, PeiFeng Wang, Silvio Savarese, Caiming Xiong, Shafiq Joty

NeurIPS 2025 Beyond Accuracy: Dissecting Mathematical Reasoning for LLMs Under Reinforcement Learning Jiayu Wang, Yifei Ming, Zixuan Ke, Caiming Xiong, Shafiq Joty, Aws Albarghouthi, Frederic Sala

ICML 2025 Evaluating Judges as Evaluators: The JETTS Benchmark of LLM-as-Judges as Test-Time Scaling Evaluators Yilun Zhou, Austin Xu, Peifeng Wang, Caiming Xiong, Shafiq Joty

ICLR 2025 FaithEval: Can Your Language Model Stay Faithful to Context, Even if "The Moon Is Made of Marshmallows" Yifei Ming, Senthil Purushwalkam, Shrey Pandit, Zixuan Ke, Xuan-Phi Nguyen, Caiming Xiong, Shafiq Joty

TMLR 2025 Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey Atsuyuki Miyai, Jingkang Yang, Jingyang Zhang, Yifei Ming, Yueqian Lin, Qing Yu, Go Irie, Shafiq Joty, Yixuan Li, Hai Helen Li, Ziwei Liu, Toshihiko Yamasaki, Kiyoharu Aizawa

ICLR 2025 Preference Optimization for Reasoning with Pseudo Feedback Fangkai Jiao, Geyang Guo, Xingxing Zhang, Nancy F. Chen, Shafiq Joty, Furu Wei

NeurIPS 2025 The Emergence of Abstract Thought in Large Language Models Beyond Any Language Yuxin Chen, Yiran Zhao, Yang Zhang, An Zhang, Kenji Kawaguchi, Shafiq Joty, Junnan Li, Tat-Seng Chua, Michael Qizhe Shieh, Wenxuan Zhang

ECCVW 2024 BootPIG: Bootstrapping Zero-Shot Personalized Image Generation Capabilities in Pretrained Diffusion Models Senthil Purushwalkam, Akash Gokul, Shafiq Joty, Nikhil Naik

ICLR 2024 Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources Xingxuan Li, Ruochen Zhao, Yew Ken Chia, Bosheng Ding, Shafiq Joty, Soujanya Poria, Lidong Bing

ICLR 2024 CodeChain: Towards Modular Code Generation Through Chain of Self-Revisions with Representative Sub-Modules Hung Le, Hailin Chen, Amrita Saha, Akash Gokul, Doyen Sahoo, Shafiq Joty

CVPR 2024 Diffusion Model Alignment Using Direct Preference Optimization Bram Wallace, Meihua Dang, Rafael Rafailov, Linqi Zhou, Aaron Lou, Senthil Purushwalkam, Stefano Ermon, Caiming Xiong, Shafiq Joty, Nikhil Naik

ECCV 2024 X-InstructBLIP: A Framework for Aligning Image, 3D, Audio, Video to LLMs and Its Emergent Cross-Modal Reasoning Artemis Panagopoulou, Le Xue, Ning Yu, Li Junnan, Dongxu Li, Shafiq Joty, Ran Xu, Silvio Savarese, Caiming Xiong, Juan Carlos Niebles

ICLR 2022 Contrastive Clustering to Mine Pseudo Parallel Data for Unsupervised Translation Xuan-Phi Nguyen, Hongyu Gong, Yun Tang, Changhan Wang, Philipp Koehn, Shafiq Joty

ICLR 2022 LFPT5: A Unified Framework for Lifelong Few-Shot Language Learning Based on Prompt Tuning of T5 Chengwei Qin, Shafiq Joty

NeurIPS 2022 Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Translation Model Xuan-Phi Nguyen, Shafiq Joty, Kui Wu, Ai Ti Aw

NeurIPS 2021 Align Before Fuse: Vision and Language Representation Learning with Momentum Distillation Junnan Li, Ramprasaath Selvaraju, Akhilesh Gotmare, Shafiq Joty, Caiming Xiong, Steven Chu Hong Hoi

ICML 2021 Cross-Model Back-Translated Distillation for Unsupervised Machine Translation Xuan-Phi Nguyen, Shafiq Joty, Thanh-Tung Nguyen, Kui Wu, Ai Ti Aw

ICML 2021 Straight to the Gradient: Learning to Use Novel Tokens for Neural Text Generation Xiang Lin, Simeng Han, Shafiq Joty

NeurIPS 2020 Data Diversification: A Simple Strategy for Neural Machine Translation Xuan-Phi Nguyen, Shafiq Joty, Kui Wu, Ai Ti Aw

ECCV 2020 Finding It at Another Side: A Viewpoint-Adapted Matching Encoder for Change Captioning Xiangxi Shi, Xu Yang, Jiuxiang Gu, Shafiq Joty, Jianfei Cai

NeurIPS 2020 Self-Supervised Relationship Probing Jiuxiang Gu, Jason Kuen, Shafiq Joty, Jianfei Cai, Vlad I. Morariu, Handong Zhao, Tong Sun

ICLR 2020 Tree-Structured Attention with Hierarchical Accumulation Xuan-Phi Nguyen, Shafiq Joty, Steven C. H. Hoi, Richard Socher

ECCV 2018 Unpaired Image Captioning by Language Pivoting Jiuxiang Gu, Shafiq Joty, Jianfei Cai, Gang Wang

ECCV 2018 VQA-E: Explaining, Elaborating, and Enhancing Your Answers for Visual Questions Qing Li, Qingyi Tao, Shafiq Joty, Jianfei Cai, Jiebo Luo