Haffari, Gholamreza

31 publications

NeurIPS 2025 FPSAttention: Training-Aware FP8 and Sparsity Co-Design for Fast Video Diffusion Akide Liu, Zeyu Zhang, Zhexin Li, Xuehai Bai, Yuanjie Xing, Yizeng Han, Jiasheng Tang, Jichao Wu, Mingyang Yang, Weihua Chen, Jiahao He, Yuanyu He, Fan Wang, Gholamreza Haffari, Bohan Zhuang

NeurIPS 2025 GFM-RAG: Graph Foundation Model for Retrieval Augmented Generation Linhao Luo, Zicheng Zhao, Gholamreza Haffari, Dinh Phung, Chen Gong, Shirui Pan

ICML 2025 Graph-Constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models Linhao Luo, Zicheng Zhao, Gholamreza Haffari, Yuan-Fang Li, Chen Gong, Shirui Pan

ICML 2025 The Best of Both Worlds: Bridging Quality and Diversity in Data Selection with Bipartite Graph Minghao Wu, Thuy-Trang Vu, Lizhen Qu, Gholamreza Haffari

TMLR 2025 Towards LifeSpan Cognitive Systems Yu Wang, Chi Han, Tongtong Wu, Xiaoxin He, Wangchunshu Zhou, Nafis Sadeq, Xiusi Chen, Zexue He, Wei Wang, Gholamreza Haffari, Heng Ji, Julian McAuley

NeurIPS 2025 Unbiased Sliced Wasserstein Kernels for High-Quality Audio Captioning Manh Luong, Khai Nguyen, Dinh Phung, Gholamreza Haffari, Lizhen Qu

NeurIPS 2024 MiniCache: KV Cache Compression in Depth Dimension for Large Language Models Akide Liu, Jing Liu, Zizheng Pan, Yefei He, Gholamreza Haffari, Bohan Zhuang

ICLR 2024 Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning Linhao Luo, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan

ICLR 2024 Revisiting Deep Audio-Text Retrieval Through the Lens of Transportation Manh Luong, Khai Nguyen, Nhat Ho, Gholamreza Haffari, Dinh Phung, Lizhen Qu

ICLR 2023 An Additive Instance-Wise Approach to Multi-Class Model Interpretation Vy Vo, Van Nguyen, Trung Le, Quan Hung Tran, Gholamreza Haffari, Seyit Camtepe, Dinh Phung

ICCV 2023 Energy-Based Self-Training and Normalization for Unsupervised Domain Adaptation Samitha Herath, Basura Fernando, Ehsan Abbasnejad, Munawar Hayat, Shahram Khadivi, Mehrtash Harandi, Hamid Rezatofighi, Gholamreza Haffari

WACV 2023 LAVA: Label-Efficient Visual Learning and Adaptation Islam Nassar, Munawar Hayat, Ehsan Abbasnejad, Hamid Rezatofighi, Mehrtash Harandi, Gholamreza Haffari

ICLR 2023 Learning Object-Language Alignments for Open-Vocabulary Object Detection Chuang Lin, Peize Sun, Yi Jiang, Ping Luo, Lizhen Qu, Gholamreza Haffari, Zehuan Yuan, Jianfei Cai

CVPR 2023 ProtoCon: Pseudo-Label Refinement via Online Clustering and Prototypical Consistency for Efficient Semi-Supervised Learning Islam Nassar, Munawar Hayat, Ehsan Abbasnejad, Hamid Rezatofighi, Gholamreza Haffari

CVPR 2022 Active Learning by Feature Mixing Amin Parvaneh, Ehsan Abbasnejad, Damien Teney, Gholamreza Haffari, Anton van den Hengel, Javen Qinfeng Shi

CVPR 2022 BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule Miao Zhang, Shirui Pan, Xiaojun Chang, Steven Su, Jilin Hu, Gholamreza Haffari, Bin Yang

ECCV 2022 Multimodal Transformer with Variable-Length Memory for Vision-and-Language Navigation Chuang Lin, Yi Jiang, Jianfei Cai, Lizhen Qu, Gholamreza Haffari, Zehuan Yuan

ICLR 2022 Pretrained Language Model in Continual Learning: A Comparative Study Tongtong Wu, Massimo Caccia, Zhuang Li, Yuan-Fang Li, Guilin Qi, Gholamreza Haffari

CVPR 2021 All Labels Are Not Created Equal: Enhancing Semi-Supervision via Label Grouping and Co-Training Islam Nassar, Samitha Herath, Ehsan Abbasnejad, Wray Buntine, Gholamreza Haffari

AAAI 2021 Curriculum-Meta Learning for Order-Robust Continual Relation Extraction Tongtong Wu, Xuekai Li, Yuan-Fang Li, Gholamreza Haffari, Guilin Qi, Yujin Zhu, Guoqiang Xu

ICLR 2020 Decoding as Dynamic Programming for Recurrent Autoregressive Models Najam Zaidi, Trevor Cohn, Gholamreza Haffari

IJCAI 2020 Reasoning like Human: Hierarchical Reinforcement Learning for Knowledge Graph Reasoning Guojia Wan, Shirui Pan, Chen Gong, Chuan Zhou, Gholamreza Haffari

AAAI 2020 Reinforcement Learning Based Meta-Path Discovery in Large-Scale Heterogeneous Information Networks Guojia Wan, Bo Du, Shirui Pan, Gholamreza Haffari

IJCAI 2020 Retrieve, Program, Repeat: Complex Knowledge Base Question Answering via Alternate Meta-Learning Yuncheng Hua, Yuan-Fang Li, Gholamreza Haffari, Guilin Qi, Wei Wu

IJCAI 2017 Compressed Nonparametric Language Modelling Ehsan Shareghi, Gholamreza Haffari, Trevor Cohn

MLJ 2015 Half-Space Mass: A Maximally Robust and Efficient Data Depth Method Bo Chen, Kai Ming Ting, Takashi Washio, Gholamreza Haffari

UAI 2015 Novel Bernstein-like Concentration Inequalities for the Missing Mass Bahman Yari Saeed Khanloo, Gholamreza Haffari

ECML-PKDD 2015 Structured Prediction of Sequences and Trees Using Infinite Contexts Ehsan Shareghi, Gholamreza Haffari, Trevor Cohn, Ann E. Nicholson

NeurIPS 2009 A Rate Distortion Approach for Semi-Supervised Conditional Random Fields Yang Wang, Gholamreza Haffari, Shaojun Wang, Greg Mori

ICML 2008 Boosting with Incomplete Information Gholamreza Haffari, Yang Wang, Shaojun Wang, Greg Mori, Feng Jiao

UAI 2007 Analysis of Semi-Supervised Learning with the Yarowsky Algorithm Gholamreza Haffari, Anoop Sarkar