| 2026 | AAAI | BayesVQA: Energy-Guided Bayesian Debiasing for Language-Bias-Robust Visual Question Answering. | Zhiqi Huang, Huanjia Zhu, Xiangwen Deng, Qinghao Zhong, Bingzhi Chen |
| 2026 | ACL | MMErroR: A Benchmark for Erroneous Reasoning in Vision-Language Models. | Yang Shi, Yifeng Xie, Minzhe Guo, Liangsi Lu, Mingxuan Huang, Jingchao Wang, Zhihong Zhu, Boyan Xu, Zhiqi Huang |
| 2026 | SIGIR | Learning to Route Queries to Heads for Attention-based Re-ranking with Large Language Models. | Yuxing Tian, Fengran Mo, Zhiqi Huang, Weixu Zhang, Jian-Yun Nie |
| 2025 | COLING | An Automatic Method to Estimate Correctness of RAG. | Chi Zhang, Vivek V. Datla, Aditya Shrivastava, Alfy Samuel, Zhiqi Huang, Anoop Kumar, Daben Liu |
| 2025 | CVPR | CountLLM: Towards Generalizable Repetitive Action Counting via Large Language Model. | Ziyu Yao, Xuxin Cheng, Zhiqi Huang, Lei Li |
| 2025 | EMNLP | TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs. | Duygu Nur Yaldiz, Yavuz Faruk Bakman, Sungmin Kang, Alperen zis, Hayrettin Eren Yildiz, Mitash Ashish Shah, Zhiqi Huang, Anoop Kumar, Alfy Samuel, Daben Liu, Sai Praneeth Karimireddy, Salman Avestimehr |
| 2025 | EMNLP | A Survey on Multi-modal Intent Recognition: Recent Advances and New Frontiers. | Zhihong Zhu, Fan Zhang, Yunyan Zhang, Jinghan Sun, Zhiqi Huang, Qingqing Long, Bowen Xing, Xian Wu |
| 2025 | ICASSP | Towards Zero-shot Cross-lingual SLU with Syntax-aware Multi-view Contrastive Learning. | Yuxin Xie, Zhen Xiong, Tinghe Zhang, Mengke Cui, Yuqi Li, Zhiqi Huang, Zhihong Zhu |
| 2025 | ICASSP | Rhythmic Foley: A Framework For Seamless Audio-Visual Alignment In Video-to-Audio Synthesis. | Zhiqi Huang, Dan Luo, Jun Wang, Huan Liao, Zhiheng Li, Zhiyong Wu |
| 2025 | IJCNLP | Distillation versus Contrastive Learning: How to Train Your Rerankers. | Zhichao Xu, Zhiqi Huang, Shengyao Zhuang, Vivek Srikumar |
| 2024 | ACL | MoE-SLU: Towards ASR-Robust Spoken Language Understanding via Mixture-of-Experts. | Xuxin Cheng, Zhihong Zhu, Xianwei Zhuang, Zhanpeng Chen, Zhiqi Huang, Yuexian Zou |
| 2024 | ACL | PCAD: Towards ASR-Robust Spoken Language Understanding via Prototype Calibration and Asymmetric Decoupling. | Xianwei Zhuang, Xuxin Cheng, Liming Liang, Yuxin Xie, Zhichang Wang, Zhiqi Huang, Yuexian Zou |
| 2024 | ACL | Code-Switching Can be Better Aligners: Advancing Cross-Lingual SLU through Representation-Level and Prediction-Level Alignment. | Zhihong Zhu, Xuxin Cheng, Zhanpeng Chen, Xianwei Zhuang, Zhiqi Huang, Yuexian Zou |
| 2024 | CIKM | SaLa: Scenario-aware Label Graph Interaction for Multi-intent Spoken Language Understanding. | Zhihong Zhu, Xuxin Cheng, Zhanpeng Chen, Zhichang Wang, Zhiqi Huang, Yuexian Zou |
| 2024 | COLING | Knowledge-enhanced Prompt Tuning for Dialogue-based Relation Extraction with Trigger and Label Semantic. | Hao An, Zhihong Zhu, Xuxin Cheng, Zhiqi Huang, Yuexian Zou |
| 2024 | COLING | InfoEnh: Towards Multimodal Sentiment Analysis via Information Bottleneck Filter and Optimal Transport Alignment. | Yifeng Xie, Zhihong Zhu, Xuan Lu, Zhiqi Huang, Haoran Xiong |
| 2024 | COLING | Zero-Shot Spoken Language Understanding via Large Language Models: A Preliminary Study. | Zhihong Zhu, Xuxin Cheng, Hao An, Zhichang Wang, Dongsheng Chen, Zhiqi Huang |
| 2024 | COLING | Towards Multi-modal Sarcasm Detection via Disentangled Multi-grained Multi-modal Distilling. | Zhihong Zhu, Xuxin Cheng, Guimin Hu, Yaowei Li, Zhiqi Huang, Yuexian Zou |
| 2024 | COLING | Alignment before Awareness: Towards Visual Question Localized-Answering in Robotic Surgery via Optimal Transport and Answer Semantics. | Zhihong Zhu, Yunyan Zhang, Xuxin Cheng, Zhiqi Huang, Derong Xu, Xian Wu, Yefeng Zheng |
| 2024 | EMNLP | Dual-oriented Disentangled Network with Counterfactual Intervention for Multimodal Intent Detection. | Zhanpeng Chen, Zhihong Zhu, Xianwei Zhuang, Zhiqi Huang, Yuexian Zou |
| 2024 | EMNLP | Language Concept Erasure for Language-invariant Dense Retrieval. | Zhiqi Huang, Puxuan Yu, Shauli Ravfogel, James Allan |
| 2024 | ICASSP | KC-Prompt: End-To-End Knowledge-Complementary Prompting for Rehearsal-Free Continual Learning. | Yaowei Li, Yating Liu, Xuxin Cheng, Zhihong Zhu, Hongxiang Li, Bang Yang, Zhiqi Huang |
| 2024 | ICPR | Mask-ControlNet: Higher-Quality Image Generation with an Additional Mask Prompt. | Zhiqi Huang, Hui Xiong, Haoyu Wang, Longguang Wang, Zhiheng Li |
| 2024 | Interspeech | Optimizing Large-Scale Context Retrieval for End-to-End ASR. | Zhiqi Huang, Diamantino Caseiro, Kandarp Joshi, Christopher Li, Pat Rondon, Zelin Wu, Petr Zadrazil, Lillian Zhou |
| 2024 | MICCAI | Multivariate Cooperative Game for Image-Report Pairs: Hierarchical Semantic Alignment for Medical Report Generation. | Zhihong Zhu, Xuxin Cheng, Yunyan Zhang, Zhaorun Chen, Qingqing Long, Hongxiang Li, Zhiqi Huang, Xian Wu, Yefeng Zheng |
| 2024 | MOBICOM | A Robust Beamforming for Intergretd Sensing and Communications Systems. | Zexuan Jing, Yuanhao Cui, Furong Chai, Junsheng Mu, Le Zheng, Zhiqi Huang |
| 2023 | ACL | Towards Unified Spoken Language Understanding Decoding via Label-aware Compact Linguistics Representations. | Zhihong Zhu, Xuxin Cheng, Zhiqi Huang, Dongsheng Chen, Yuexian Zou |
| 2023 | CIKM | Search Result Diversification Using Query Aspects as Bottlenecks. | Puxuan Yu, Razieh Rahimi, Zhiqi Huang, James Allan |
| 2023 | EMNLP | MCLF: A Multi-grained Contrastive Learning Framework for ASR-robust Spoken Language Understanding. | Zhiqi Huang, Dongsheng Chen, Zhihong Zhu, Xuxin Cheng |
| 2023 | EMNLP | Syntax Matters: Towards Spoken Language Understanding via Syntax-Aware Attention. | Yifeng Xie, Zhihong Zhu, Xuxin Cheng, Zhiqi Huang, Dongsheng Chen |
| 2023 | EMNLP | Enhancing Code-Switching for Cross-lingual SLU: A Unified View of Semantic and Grammatical Coherence. | Zhihong Zhu, Xuxin Cheng, Zhiqi Huang, Dongsheng Chen, Yuexian Zou |
| 2023 | Interspeech | Mix before Align: Towards Zero-shot Cross-lingual Sentiment Analysis via Soft-Mix and Multi-View Learning. | Zhihong Zhu, Xuxin Cheng, Dongsheng Chen, Zhiqi Huang, Hongxiang Li, Yuexian Zou |
| 2023 | ICTIR | Hierarchical Transformer-based Query by Multiple Documents. | Zhiqi Huang, Shahrzad Naseri, Hamed R. Bonab, Sheikh Muhammad Sarwar, James Allan |
| 2023 | SIGIR | Soft Prompt Decoding for Multilingual Dense Retrieval. | Zhiqi Huang, Hansi Zeng, Hamed Zamani, James Allan |
| 2023 | WSDM | Improving Cross-lingual Information Retrieval on Low-Resource Languages via Optimal Transport Distillation. | Zhiqi Huang, Puxuan Yu, James Allan |
| 2022 | ICASSP | Leveraging Bilinear Attention to Improve Spoken Language Understanding. | Dongsheng Chen, Zhiqi Huang, Yuexian Zou |
| 2022 | IJCAI | Towards Joint Intent Detection and Slot Filling via Higher-order Attention. | Dongsheng Chen, Zhiqi Huang, Xian Wu, Shen Ge, Yuexian Zou |
| 2021 | AAAI | Audio-Oriented Multimodal Machine Comprehension via Dynamic Inter- and Intra-modality Attention. | Zhiqi Huang, Fenglin Liu, Xian Wu, Shen Ge, Helin Wang, Wei Fan, Yuexian Zou |
| 2021 | ACL | GhostBERT: Generate More Features with Cheap Operations for BERT. | Zhiqi Huang, Lu Hou, Lifeng Shang, Xin Jiang, Xiao Chen, Qun Liu |
| 2021 | CIKM | Mixed Attention Transformer for Leveraging Word-Level Knowledge to Neural Cross-Lingual Information Retrieval. | Zhiqi Huang, Hamed R. Bonab, Sheikh Muhammad Sarwar, Razieh Rahimi, James Allan |
| 2021 | ICASSP | Sentiment Injected Iteratively Co-Interactive Network for Spoken Language Understanding. | Zhiqi Huang, Fenglin Liu, Peilin Zhou, Yuexian Zou |
| 2021 | SIGIR | AutoName: A Corpus-Based Set Naming Framework. | Zhiqi Huang, Razieh Rahimi, Puxuan Yu, Jingbo Shang, James Allan |
| 2020 | COLING | Federated Learning for Spoken Language Understanding. | Zhiqi Huang, Fenglin Liu, Yuexian Zou |
| 2020 | ICPR | PIN: A Novel Parallel Interactive Network for Spoken Language Understanding. | Peilin Zhou, Zhiqi Huang, Fenglin Liu, Yuexian Zou |
| 2020 | ICTIR | Learning to Rank Entities for Set Expansion from Unstructured Data. | Puxuan Yu, Razieh Rahimi, Zhiqi Huang, James Allan |
| 2019 | SIGIR | Corpus-based Set Expansion with Lexical Features and Distributed Representations. | Puxuan Yu, Zhiqi Huang, Razieh Rahimi, James Allan |
| 2005 | ACII | Human Vibration Environment of Wearable Computer. | Zhiqi Huang, Dongyi Chen, Shiji Xiahou |