| 2026 | ACL | Towards Proactive Information Probing: Customer Service Chatbots Harvesting Value from Conversation. | Chen Huang, Zitan Jiang, Changyi Zou, Wenqiang Lei, See-Kiong Ng |
| 2026 | ACL | METER: Evaluating Multi-Level Contextual Causal Reasoning in Large Language Models. | Pengfeng Li, Chen Huang, Chaoqun Hao, Hongyao Chen, Xiao-Yong Wei, Wenqiang Lei, See-Kiong Ng |
| 2026 | ACL | E2EDev: Benchmarking Large Language Models in End-to-End Software Development Task. | Jingyao Liu, Chen Huang, Zhizhao Guan, Wenqiang Lei, Yang Deng |
| 2026 | ACL | METRO: Towards Strategy Induction from Expert Dialogue Transcripts for Non-collaborative Dialogues. | Haofu Yang, Jiaji Liu, Chen Huang, Faguo Wu, Wenqiang Lei, See-Kiong Ng |
| 2026 | ACL | EyeMulator: Improving Code Language Models by Mimicking Human Visual Attention. | Yifan Zhang, Chen Huang, Yueke Zhang, Jiahao Zhang, Toby Jia-Jun Li, Collin McMillan, Kevin Leach, Yu Huang |
| 2026 | ACL | Beyond Prompt: Fine-grained Simulation of Cognitively Impaired Standardized Patients via Stochastic Steering. | Weikang Zhang, Zimo Zhu, Zhichuan Yang, Chen Huang, Wenqiang Lei, See-Kiong Ng |
| 2026 | WCNC | A Novel 3D Non-Stationary GBSM for Underground Parking Lot Scenarios. | Yuqi Bai, Jie Huang, Chen Huang, Cheng-Xiang Wang |
| 2026 | WCNC | A Diffusion-Driven Learning Framework for Enhanced Predictive Channel Modeling in 6G Wireless Communications. | Tong Wu, Xiaoyu Chen, Cheng-Xiang Wang, Junling Li, Chen Huang |
| 2025 | AAAI | LEGEND: Leveraging Representation Engineering to Annotate Safety Margin for Preference Datasets. | Duanyu Feng, Bowen Qin, Chen Huang, Youcheng Huang, Zheng Zhang, Wenqiang Lei |
| 2025 | AAAI | CVLUE: A New Benchmark Dataset for Chinese Vision-Language Understanding Evaluation. | Yuxuan Wang, Yijun Liu, Fei Yu, Chen Huang, Kexin Li, Zhiguo Wan, Wanxiang Che, Hongyang Chen |
| 2025 | ACL | How to Enable Effective Cooperation Between Humans and NLP Models: A Survey of Principles, Formalizations, and Beyond. | Chen Huang, Yang Deng, Wenqiang Lei, Jiancheng Lv, Tat-Seng Chua, Jimmy Huang |
| 2025 | ACL | ASTRO: Automatic Strategy Optimization For Non-Cooperative Dialogues. | Yikuan Hu, Chen Huang, Wenqiang Lei |
| 2025 | ACL | Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts. | Youcheng Huang, Chen Huang, Duanyu Feng, Wenqiang Lei, Jiancheng Lv |
| 2025 | ACL | Can Large Language Models Understand Internet Buzzwords Through User-Generated Content. | Chen Huang, Junkai Luo, Xinzuo Wang, Wenqiang Lei, Jiancheng Lv |
| 2025 | ACL | ELABORATION: A Comprehensive Benchmark on Human-LLM Competitive Programming. | Xinwei Yang, Zhaofeng Liu, Chen Huang, Jiashuai Zhang, Tong Zhang, Yifan Zhang, Wenqiang Lei |
| 2025 | COLING | GraphOTTER: Evolving LLM-based Graph Reasoning for Complex Table Question Answering. | Qianlong Li, Chen Huang, Shuai Li, Yuanxin Xiang, Deng Xiong, Wenqiang Lei |
| 2025 | EMNLP | CANDY: Benchmarking LLMs' Limitations and Assistive Potential in Chinese Misinformation Fact-Checking. | Ruiling Guo, Xinwei Yang, Chen Huang, Tong Zhang, Yong Hu |
| 2025 | EMNLP | Through the Valley: Path to Effective Long CoT Training for Small Language Models. | Renjie Luo, Jiaxi Li, Chen Huang, Wei Lu |
| 2025 | ICML | Proxy-FDA: Proxy-based Feature Distribution Alignment for Fine-tuning Vision Foundation Models without Forgetting. | Chen Huang, Skyler Seto, Hadi Pouransari, Mehrdad Farajtabar, Raviteja Vemulapalli, Fartash Faghri, Oncel Tuzel, Barry-John Theobald, Joshua M. Susskind |
| 2025 | ICML | Cavia: Camera-controllable Multi-view Video Diffusion with View-Integrated Attention. | Dejia Xu, Yifan Jiang, Chen Huang, Liangchen Song, Thorsten Gernoth, Liangliang Cao, Zhangyang Wang, Hao Tang |
| 2025 | NAACL | Breaking the Stigma! Unobtrusively Probe Symptoms in Depression Disorder Diagnosis Dialogue. | Jieming Cao, Chen Huang, Yanan Zhang, Ruibo Deng, Jincheng Zhang, Wenqiang Lei |
| 2025 | VTC | Swin Transformer Aided Urban Digital Twin Online Channel Modeling Platform. | Wei Jia, Chao Zhu, Shenghan Luo, Jingwen Yang, Junling Li, Chen Huang, Cheng-Xiang Wang |
| 2025 | VTC | A Novel Scenario Reconstruction Method Based on 3D Point Cloud Data and RT Channel Modeling for 6G Indoor Communications. | Guogang Su, Junling Li, Tong Wu, Yongshan Zhou, Chen Huang, Cheng-Xiang Wang, Fu-Chun Zheng |
| 2025 | SMC | Combining Side-Channel Features with Deep Learning for Network Traffic Anomaly Detection. | Yu Gong, Min Li, Keyu Zhu, Chen Huang, Yuanfang Lu, Xiuwei Zhou |
| 2024 | AAAI | Towards Equipping Transformer with the Ability of Systematic Compositionality. | Chen Huang, Peixin Qin, Wenqiang Lei, Jiancheng Lv |
| 2024 | ACL | STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents. | Yue Chen, Chen Huang, Yang Deng, Wenqiang Lei, Dingnan Jin, Jia Liu, Tat-Seng Chua |
| 2024 | ACL | ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation. | Chen Huang, Yiping Jin, Ilija Ilievski, Wenqiang Lei, Jiancheng Lv |
| 2024 | ACL | CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models. | Tong Zhang, Peixin Qin, Yang Deng, Chen Huang, Wenqiang Lei, Junhong Liu, Dingnan Jin, Hongru Liang, Tat-Seng Chua |
| 2024 | EMNLP | Selective Annotation via Data Allocation: These Data Should Be Triaged to Experts for Annotation Rather Than the Model. | Chen Huang, Yang Deng, Wenqiang Lei, Jiancheng Lv, Ido Dagan |
| 2024 | EMNLP | On the Limited Generalization Capability of the Implicit Reward Model Induced by Direct Preference Optimization. | Yong Lin, Skyler Seto, Maartje ter Hoeve, Katherine Metcalf, Barry-John Theobald, Xuan Wang, Yizhe Zhang, Chen Huang, Tong Zhang |
| 2024 | EMNLP | Beyond Persuasion: Towards Conversational Recommender System with Credible Explanations. | Peixin Qin, Chen Huang, Yang Deng, Wenqiang Lei, Tat-Seng Chua |
| 2024 | EMNLP | Strength Lies in Differences! Improving Strategy Planning for Non-collaborative Dialogues via Diversified User Simulation. | Tong Zhang, Chen Huang, Yang Deng, Hongru Liang, Jia Liu, Zujie Wen, Wenqiang Lei, Tat-Seng Chua |
| 2024 | GLOBECOM | A Novel Intelligent Scenario Identification Algorithm and Channel Characteristics Analysis for 6G Urban Wireless Communications. | Zhongyu Qian, Chen Huang, Cheng-Xiang Wang, Junling Li, Wenqi Zhou |
| 2024 | HCI | Research of Intelligent Product Design for the Aged: The Case of Pill Box for the Elderly. | Xinyang Du, Chen Huang, Zihao Huang, Chenyu Zou, Mo Chen |
| 2024 | ICLR | LiDAR: Sensing Linear Probing Performance in Joint Embedding SSL Architectures. | Vimal Thilak, Chen Huang, Omid Saremi, Laurent Dinh, Hanlin Goh, Preetum Nakkiran, Joshua M. Susskind, Etai Littwin |
| 2024 | ICLR | Overcoming the Pitfalls of Vision-Language Model Finetuning for OOD Generalization. | Yuhang Zang, Hanlin Goh, Joshua M. Susskind, Chen Huang |
| 2024 | ICPR | Arbitrary Clothing Style Transfer Based on Attention Mechanism. | Chen Huang, Junjie Zhang, Hua Yuan |
| 2024 | INFOCOM | Self-Interested Load Announcement by Edge Servers: Overreport or Underreport? | Chen Huang, Zhiyuan Wang, Ming Tang |
| 2024 | WWW | Cross-Space Adaptive Filter: Integrating Graph Topology and Node Attributes for Alleviating the Over-smoothing Problem. | Chen Huang, Haoyang Li, Yifan Zhang, Wenqiang Lei, Jiancheng Lv |
| 2023 | EMNLP | TRAVEL: Tag-Aware Conversational FAQ Retrieval via Reinforcement Learning. | Yue Chen, Dingnan Jin, Chen Huang, Jia Liu, Wenqiang Lei |
| 2023 | EMNLP | Reduce Human Labor On Evaluating Conversational Information Retrieval System: A Human-Machine Collaboration Approach. | Chen Huang, Peixin Qin, Wenqiang Lei, Jiancheng Lv |
| 2023 | EMNLP | Towards Effective Automatic Debt Collection with Persona Awareness. | Tong Zhang, Junhong Liu, Chen Huang, Jia Liu, Hongru Liang, Zujie Wen, Wenqiang Lei |
| 2023 | ICLR | MAST: Masked Augmentation Subspace Training for Generalizable Self-Supervised Priors. | Chen Huang, Hanlin Goh, Jiatao Gu, Joshua M. Susskind |
| 2023 | ICML | DUET: 2D Structured and Approximately Equivariant Representations. | Xavier Suau, Federico Danieli, T. Anderson Keller, Arno Blaas, Chen Huang, Jason Ramapuram, Dan Busbridge, Luca Zappella |
| 2023 | PIMRC | Machine Learning-based Predictive Channel Modeling for 6G Wireless Communications Using Image Semantic Segmentation. | Tong Wu, Cheng-Xiang Wang, Junling Li, Chen Huang |
| 2023 | VTC | A Novel Scatterer Density-Based Predictive Channel Model for 6G Wireless Communications. | Zheao Li, Cheng-Xiang Wang, Chen Huang, Long Yu, Junling Li, Zhongyu Qian |
| 2023 | VTC | 6G Wireless Channel Scenario Extensions and Characteristics Analysis for Urban Environment. | Zhongyu Qian, Zheao Li, Wenqi Zhou, Chen Huang, Cheng-Xiang Wang |
| 2023 | USENIX | Change Management in Physical Network Lifecycle Automation. | Mohammad Al-Fares, Virginia Beauregard, Kevin Grant, Angus Griffith, Jahangir Hasan, Chen Huang, Quan Leng, Jiayao Li, Alexander Lin, Zhuotao Liu, Ahmed Mansy, Bill Martinusen, Nikil Mehta, Jeffrey C. Mogul, Andrew Narver, Anshul Nigham, Melanie Obenberger, Sean Smith, Kurt Steinkraus, Sheng Sun, Edward Thiele, Amin Vahdat |
| 2022 | DASFAA | Knowing What I Don't Know: A Generation Assisted Rejection Framework in Knowledge Base Question Answering. | Junyang Huang, Xuantao Lu, Jiaqing Liang, Qiaoben Bao, Chen Huang, Yanghua Xiao, Bang Liu, Yunwen Chen |
| 2022 | ECCV | Open-Vocabulary DETR with Conditional Matching. | Yuhang Zang, Wei Li, Kaiyang Zhou, Chen Huang, Chen Change Loy |
| 2022 | ICML | Efficient Representation Learning via Adaptive Context Pooling. | Chen Huang, Walter Talbott, Navdeep Jaitly, Joshua M. Susskind |
| 2022 | ICML | Position Prediction as an Effective Pretraining Strategy. | Shuangfei Zhai, Navdeep Jaitly, Jason Ramapuram, Dan Busbridge, Tatiana Likhomanenko, Joseph Y. Cheng, Walter Talbott, Chen Huang, Hanlin Goh, Joshua M. Susskind |
| 2022 | Interspeech | An Empirical Study of Language Model Integration for Transducer based Speech Recognition. | Huahuan Zheng, Keyu An, Zhijian Ou, Chen Huang, Ke Ding, Guanglu Wan |
| 2022 | VTC | A GAN-LSTM based AI Framework for 6G Wireless Channel Prediction. | Zheao Li, Cheng-Xiang Wang, Jie Huang, Wenqi Zhou, Chen Huang |
| 2022 | VTC | A Weighted Random Forest Based Positioning Algorithm for 6G Indoor Communications. | Yang Wu, Yinghua Wang, Jie Huang, Cheng-Xiang Wang, Chen Huang |
| 2021 | CVPR | MetricOpt: Learning To Optimize Black-Box Evaluation Metrics. | Chen Huang, Shuangfei Zhai, Pengsheng Guo, Josh M. Susskind |
| 2021 | ICCV | FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation. | Yuhang Zang, Chen Huang, Chen Change Loy |
| 2021 | ICDM | Flexible, Robust, Scalable Semi-supervised Learning via Reliability Propagation. | Chen Huang, Liangxu Pan, Qinli Yang, Hongliang Wang, Junming Shao |
| 2021 | IPIN | YO-VIO: Robust Multi-Sensor Semantic Fusion Localization in Dynamic Indoor Environments. | Chen Huang, Hezhi Lin, Huiwen Lin, Hengyu Liu, Zhibin Gao, Lianfen Huang |
| 2021 | ISKE | Financial Time Series Prediction Based on GGM-GAN. | Xin Li, Yangguang Liu, Chen Huang, Xingyu Zhou |
| 2020 | AAIM | Model Establishment and Algorithm Research of Tumor Marker Combination Prediction for Colorectal Cancer. | Bin Li, Tengfei Li, Xinye Zhou, Chen Huang, Guochun Tang |
| 2020 | ACL | Neural-DINF: A Neural Network based Framework for Measuring Document Influence. | Jie Tan, Changlin Yang, Ying Li, Siliang Tang, Chen Huang, Yueting Zhuang |
| 2020 | DASC | KNCR: Knowledge-Aware Neural Collaborative Ranking for Recommender Systems. | Chen Huang, Zhongyuan Gan, Feng Ye, Pan Wang, Moxuan Zhang |
| 2020 | MICCAI | Adaptive Dictionary Learning Based Multimodal Branch Retinal Vein Occlusion Fusion. | Chen Huang, Keren Xie, Yuhan Zhang, Mingchao Li, Zhongmin Wang, Qiang Chen |
| 2020 | MICCAI | Robust Layer Segmentation Against Complex Retinal Abnormalities for en face OCTA Generation. | Yuhan Zhang, Chen Huang, Mingchao Li, Sha Xie, Keren Xie, Zexuan Ji, Songtao Yuan, Qiang Chen |
| 2020 | VTC | A Novel Power Weighted Multipath Component Clustering Algorithm Based on Spectral Clustering. | Mingtao Hu, Yuxin Ye, Ruisi He, Bo Ai, Chen Huang, Zhangdui Zhong |
| 2020 | VTC | Identification of Vehicle Obstruction Scenario Based on Machine Learning in Vehicle-to-vehicle Communications. | Mi Yang, Bo Ai, Ruisi He, Chen Huang, Jianzhi Li, Zhangfeng Ma, Liang Chen, Xue Li, Zhangdui Zhong |
| 2019 | CVPR | Dense Intrinsic Appearance Flow for Human Pose Transfer. | Yining Li, Chen Huang, Chen Change Loy |
| 2019 | CVPR | Not All Areas Are Equal: Transfer Learning for Semantic Segmentation via Hierarchical Region Selection. | Ruoqi Sun, Xinge Zhu, Chongruo Wu, Chen Huang, Jianping Shi, Lizhuang Ma |
| 2019 | ICDM | Online Budgeted Least Squares with Unlabeled Data. | Chen Huang, Peiyan Li, Chongming Gao, Qinli Yang, Junming Shao |
| 2019 | ICML | Addressing the Loss-Metric Mismatch with Adaptive Loss Alignment. | Chen Huang, Shuangfei Zhai, Walter Talbott, Miguel ngel Bautista, Shih-Yu Sun, Carlos Guestrin, Joshua M. Susskind |
| 2019 | IJCNN | Two-Stream Convolution Neural Network with Video-stream for Action Recognition. | Wei Dai, Yimin Chen, Chen Huang, Ming-ke Gao, Xinyu Zhang |
| 2018 | ECCV | Pose Guided Human Video Generation. | Ceyuan Yang, Zhe Wang, Xinge Zhu, Chen Huang, Jianping Shi, Dahua Lin |
| 2018 | ICPR | Multimodal Gesture Recognition Using Densely Connected Convolution and BLSTM. | Dexu Li, Yimin Chen, Ming-ke Gao, Siyu Jiang, Chen Huang |
| 2018 | WACV | Ensemble Knowledge Transfer for Semantic Segmentation. | Ishan Nigam, Chen Huang, Deva Ramanan |
| 2017 | GLOBECOM | Comparison of Automatic Tracking and Clustering Algorithms for Time-Variant Multipath Components. | Chen Huang, Ruisi He, Zhangdui Zhong, Bo Ai, Zhimeng Zhong |
| 2017 | ICCV | Need for Speed: A Benchmark for Higher Frame Rate Object Tracking. | Hamed Kiani Galoogahi, Ashton Fagg, Chen Huang, Deva Ramanan, Simon Lucey |
| 2017 | ICCV | Learning Policies for Adaptive Tracking with Deep Feature Cascades. | Chen Huang, Simon Lucey, Deva Ramanan |
| 2017 | ICCV | Learning to Disambiguate by Asking Discriminative Questions. | Yining Li, Chen Huang, Xiaoou Tang, Chen Change Loy |
| 2017 | ICIP | Deep-based fisher vector for mobile visual search. | Chen Huang, Shengchuan Zhang, Xianming Lin, Xiangrong Liu, Rongrong Ji |
| 2017 | ISCAS | Spatially supervised recurrent convolutional neural networks for visual object tracking. | Guanghan Ning, Zhi Zhang, Chen Huang, Xiaobo Ren, Haohong Wang, Canhui Cai, Zhihai He |
| 2016 | CVPR | Learning Deep Representation for Imbalanced Classification. | Chen Huang, Yining Li, Chen Change Loy, Xiaoou Tang |
| 2016 | CVPR | Unsupervised Learning of Discriminative Attributes and Visual Representations. | Chen Huang, Chen Change Loy, Xiaoou Tang |
| 2016 | ECCV | Human Attribute Recognition by Deep Hierarchical Contexts. | Yining Li, Chen Huang, Chen Change Loy, Xiaoou Tang |
| 2016 | ICDM | Reliable Semi-supervised Learning. | Junming Shao, Chen Huang, Qinli Yang, Guangchun Luo |
| 2016 | WACV | Task-driven progressive part localization for fine-grained recognition. | Chen Huang, Zhihai He |
| 2014 | VTC | An Enhanced Coarse Synchronization Scheme with Low Complexity for 3GPP LTE. | Dingyu Zhang, Gaofeng Cui, Chaowei Wang, Weidong Wang, Nan Li, Chen Huang |
| 2013 | ASPDAC | An efficient compression scheme for checkpointing of FPGA-based digital mockups. | Ting-Shuo Chou, Tony Givargis, Chen Huang, Bailey Miller, Frank Vahid |
| 2013 | BMVC | Single-Image Super-Resolution via Adaptive Joint Kernel Regression. | Chen Huang, Xiaoqing Ding, Chi Fang |
| 2012 | GLOBECOM | Inter-cell antenna calibration for coherent joint transmission in TDD system. | Hanqing Xu, Yajun Zhao, Linmei Mo, Chen Huang, Baoyu Sun |
| 2011 | CSCW | Microblogging after a major disaster in China: a case study of the 2010 Yushu earthquake. | Yan Qu, Chen Huang, Pengyi Zhang, Jun Zhang |
| 2010 | DAC | Online SystemC emulation acceleration. | Scott Sirowy, Chen Huang, Frank Vahid |
| 2010 | FPGA | Server-side coprocessor updating for mobile devices with FPGAs. | Chen Huang, Frank Vahid |
| 2010 | ICPR | Head Pose Estimation Based on Random Forests for Multiclass Classification. | Chen Huang, Xiaoqing Ding, Chi Fang |
| 2009 | DAC | Transmuting coprocessors: dynamic loading of FPGA coprocessors. | Chen Huang, Frank Vahid |
| 2008 | AINA | SRPTES: A Secure Routing Protocol Based on Token Escrow Set for Ad Hoc Networks. | Chen Huang, Benxiong Huang, Yijun Mo, Jianhua Ma |
| 2008 | AINA | IDMTM: A Novel Intrusion Detection Mechanism Based on Trust Model for Ad Hoc Networks. | Furong Wang, Chen Huang, Jing Zhao, Chunming Rong |
| 2008 | ATC | SEMAP: Improving Multipath Security Based on Attacking Point in Ad Hoc Networks. | Zhengxin Lu, Chen Huang, Furong Wang, Chunming Rong |
| 2008 | ATC | Using Multiple Detectors to Detect the Backoff Time of the Selfish Node in Wireless Mesh Network. | Furong Wang, Yipeng Qu, Baoming Bai, Fan Zhang, Chen Huang |
| 2008 | CASES | Dynamic coprocessor management for FPGA-enhanced compute platforms. | Chen Huang, Frank Vahid |
| 2008 | ICNC | A Systematic Method Based on Haplotype Analysis: Application to Risk Alleles and Genes Mining for RA. | Rui-jie Zhang, Yong-shuai Jian, Guiyou Liu, Zhen Wang, Xia Li, Zhiqiang Chen, Jin Li, Chen Huang |
| 2008 | PIMRC | Propagation characteristics of wideband MIMO channel in urban micro- and macrocells. | Jianhua Zhang, Di Dong, Yanping Liang, Xin Nie, Xinying Gao, Yu Zhang, Chen Huang, Guangyi Liu |
| 2008 | VTC | A Novel Channel Estimation Scheme for MIMO-OFDM Systems with Virtual Subcarriers. | Feifei Sun, Jianhua Zhang, Yanyan Zhang, Chen Huang |
| 2008 | UIC | IP Traceback Using Digital Watermark and Honeypot. | Zaiyao Yi, Liuqing Pan, Xinmei Wang, Chen Huang, Benxiong Huang |
| 2007 | ICDAR | On Computing Strength of Evidence for Writer Verification. | Harish Srinivasan, S. Kabra, Chen Huang, Sargur N. Srihari |
| 2005 | ISNN | Pedestrian Detection by Multiple Decision-Based Neural Networks. | Chen Huang, Guangrong Tang, Yupin Luo |
| 2004 | DAS | Information Retrieval System for Handwritten Documents. | Sargur N. Srihari, Anantharaman Ganesh, Catalin I. Tomai, Yong-Chul Shin, Chen Huang |