| 2026 | AAAI | ShortageSim: Simulating Drug Shortages Under Information Asymmetry. | Mingxuan Cui, Yilan Jiang, Duo Zhou, Cheng Qian, Yuji Zhang, Qiong Wang |
| 2026 | ACL | TT-SI: Self-Improving LLM Agents with Test-Time Training. | Emre Can Acikgoz, Cheng Qian, Heng Ji, Dilek Hakkani-Tr, Gokhan Tur |
| 2026 | ACL | Veri-R1: Toward Precise and Faithful Claim Verification via Online Reinforcement Learning. | Qi He, Cheng Qian, Xiusi Chen, Bingxiang He, Yi R. Fung, Heng Ji |
| 2026 | ACL | PEARL: Self-Evolving Assistant for Time Management with Reinforcement Learning. | Bingxuan Li, Jeonghwan Kim, Cheng Qian, Xiusi Chen, Eitan Anzenberg, Niran Kundapur, Heng Ji |
| 2026 | ACL | CostBench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for LLM Tool-Use Agents. | Jiayu Liu, Cheng Qian, Zhaochen Su, Qing Zong, Shijue Huang, Bingxiang He, Yi R. Fung |
| 2026 | ACL | From Word to World: Can Large Language Models be Implicit Text-based World Models? | Yixia Li, Hongru Wang, Jiahao Qiu, Zhenfei Yin, Dongdong Zhang, Cheng Qian, Zeping Li, Xiaoteng Ma, Guanhua Chen, Heng Ji |
| 2026 | ACL | Current Agents Fail to Leverage World Model as Tool for Foresight. | Cheng Qian, Emre Can Acikgoz, Bingxuan Li, Xiusi Chen, Yuji Zhang, Bingxiang He, Qinyu Luo, Gokhan Tur, Dilek Hakkani-Tr, Yunzhu Li, Heng Ji |
| 2026 | ACL | Copyright Detective: A Forensic System to Evidence LLMs Flickering Copyright Leakage Risks. | Guangwei Zhang, Jianing Zhu, Cheng Qian, Neil Zhenqiang Gong, Rada Mihalcea, Zhaozhuo Xu, Jingrui He, Jiaqi W. Ma, Chaowei Xiao, Bo Li, Ahmed Abbasi, Dongwon Lee, Heng Ji, Denghui Zhang |
| 2026 | ISCA | M100: An Orchestrated Dataflow Architecture Powering General AI Computing. | Yan Xie, Changkui Mao, Changsong Wu, Chao Lu, Chao Suo, Cheng Qian, Chun Yang, Danyang Zhu, Hengchang Xiong, Hongzhan Lu, Hongzhen Liu, Jiafu Liu, Jie Chen, Jie Dai, Junfeng Tang, Kai Liu, Kun Li, Lipeng Ge, Meng Sun, Min Luo, Peng Chen, Peng Wang, Shaodong Yang, Shibin Tang, Shibo Chen, Weikang Zhang, Xiao Ling, Xiaobo Du, Xin Wu, Yang Liu, Yi Jiang, Yihua Jin, Yin Huang, Yuli Zhang, Zhen Yuan, Zhiyuan Man, Zhongxiao Yao |
| 2026 | WWW | WiNELL: Wikipedia Never-Ending Updating with LLM Agents. | Revanth Gangi Reddy, Tanay Dixit, Jiaxin Qin, Cheng Qian, Daniel Lee, Jiawei Han, Kevin Small, Xing Fan, Ruhi Sarikaya, Heng Ji |
| 2025 | ACL | Enhancing Open-Domain Task-Solving Capability of LLMs via Autonomous Tool Integration from GitHub. | Bohan Lyu, Xin Cong, Heyang Yu, Pan Yang, Cheng Qian, Zihe Wang, Yujia Qin, Yining Ye, Yaxi Lu, Chen Qian, Zhong Zhang, Yukun Yan, Yankai Lin, Zhiyuan Liu, Maosong Sun |
| 2025 | ACL | The Law of Knowledge Overshadowing: Towards Understanding, Predicting and Preventing LLM Hallucination. | Yuji Zhang, Sha Li, Cheng Qian, Jiateng Liu, Pengfei Yu, Chi Han, Yi R. Fung, Kathleen McKeown, ChengXiang Zhai, Manling Li, Heng Ji |
| 2025 | ACL | SMART: Self-Aware Agent for Tool Overuse Mitigation. | Cheng Qian, Emre Can Acikgoz, Hongru Wang, Xiusi Chen, Avirup Sil, Dilek Hakkani-Tr, Gokhan Tur, Heng Ji |
| 2025 | ACL | EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents. | Cheng Qian, Peixuan Han, Qinyu Luo, Bingxiang He, Xiusi Chen, Yuji Zhang, Hongyi Du, Jiarui Yao, Xiaocheng Yang, Denghui Zhang, Yunzhu Li, Heng Ji |
| 2025 | ACL | The Right Time Matters: Data Arrangement Affects Zero-Shot Generalization in Instruction Tuning. | Bingxiang He, Ning Ding, Cheng Qian, Jia Deng, Ganqu Cui, Lifan Yuan, Haiwen Hong, Huan-ang Gao, Longtao Huang, Hui Xue, Huimin Chen, Zhiyuan Liu, Maosong Sun |
| 2025 | ACL | Distance between Relevant Information Pieces Causes Bias in Long-Context LLMs. | Runchu Tian, Yanghao Li, Yuepeng Fu, Siyang Deng, Qinyu Luo, Cheng Qian, Shuo Wang, Xin Cong, Zhong Zhang, Yesai Wu, Yankai Lin, Huadong Wang, Xiaojiang Liu |
| 2025 | ACL | MultiAgentBench : Evaluating the Collaboration and Competition of LLM agents. | Kunlun Zhu, Hongyi Du, Zhaochen Hong, Xiaocheng Yang, Shuyi Guo, Zhe Wang, Zhenhailong Wang, Cheng Qian, Robert Tang, Heng Ji, Jiaxuan You |
| 2025 | COLING | Aligning LLMs with Individual Preferences via Interaction. | Shujin Wu, Yi R. Fung, Cheng Qian, Jeonghwan Kim, Dilek Hakkani-Tur, Heng Ji |
| 2025 | EMNLP | DecisionFlow: Advancing Large Language Model as Principled Decision Maker. | Xiusi Chen, Shanyong Wang, Cheng Qian, Hongru Wang, Peixuan Han, Heng Ji |
| 2025 | EMNLP | SafeSwitch: Steering Unsafe LLM Behavior via Internal Activation Signals. | Peixuan Han, Cheng Qian, Xiusi Chen, Yuji Zhang, Heng Ji, Denghui Zhang |
| 2025 | EMNLP | ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges. | Cheng Qian, Hongyi Du, Hongru Wang, Xiusi Chen, Yuji Zhang, Avirup Sil, ChengXiang Zhai, Kathleen McKeown, Heng Ji |
| 2025 | EMNLP | Rescorla-Wagner Steering of LLMs for Undesired Behaviors over Disproportionate Inappropriate Context. | Rushi Wang, Jiateng Liu, Cheng Qian, Yifan Shen, Yanzhou Pan, Zhaozhuo Xu, Ahmed Abbasi, Heng Ji, Denghui Zhang |
| 2025 | EMNLP | ISACL: Internal State Analyzer for Copyrighted Training Data Leakage. | Guangwei Zhang, Qisheng Su, Jiateng Liu, Cheng Qian, Yanzhou Pan, Yanjie Fu, Denghui Zhang |
| 2025 | ICLR | Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance. | Yaxi Lu, Shenzhi Yang, Cheng Qian, Guirong Chen, Qinyu Luo, Yesai Wu, Huadong Wang, Xin Cong, Zhong Zhang, Yankai Lin, Weiwen Liu, Yasheng Wang, Zhiyuan Liu, Fangming Liu, Maosong Sun |
| 2025 | ICML | EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents. | Rui Yang, Hanyang Chen, Junyu Zhang, Mark Zhao, Cheng Qian, Kangrui Wang, Qineng Wang, Teja Venkat Koripella, Marziyeh Movahedi, Manling Li, Heng Ji, Huan Zhang, Tong Zhang |
| 2025 | IJCNN | OWAS-DRL: Online Workflow Application Scheduling in Dynamic Mobile Edge Computing with Deep Reinforcement Learning. | Yuhua Ye, Cheng Qian, Gansen Zhao |
| 2025 | IROS | Towards Fully Autonomous Robotic Ultrasound-guided Biopsy for Superficial Organs. | Chenwei Wang, Cheng Qian, Qian Gao, Xiaoqiang Ji, Zhenglong Sun |
| 2025 | ICSOC | Ahead-of-Time Scheduling for Workflow Applications in Edge Computing. | Cheng Qian, Haoyu Luo, Gansen Zhao |
| 2025 | SMC | CTVD: Collaborative Training of Deep Learning and Large Model for C/C++ Source Code Vulnerability Detection. | Yaning Zheng, Dongxia Wang, Huayang Cao, Cheng Qian, Honglin Zhuang |
| 2025 | WCNC | Dependent Task Scheduling for Multiple Applications in Mobile Edge Computing. | Yuhua Ye, Cheng Qian, Gansen Zhao |
| 2025 | WWW | HSF: Defending against Jailbreak Attacks with Hidden State Filtering. | Cheng Qian, Hainan Zhang, Lei Sha, Zhiming Zheng |
| 2025 | TrustCom | Attention-Inverse Perturbation: A Novel Adversarial Attack Strategy by Targeting Non-Attentive Regions. | Ming Zhang, Zhendong Wu, Hu Li, Jin Li, Ling Pang, Cheng Qian |
| 2024 | ACL | Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents. | Cheng Qian, Bingxiang He, Zhong Zhuang, Jia Deng, Yujia Qin, Xin Cong, Zhong Zhang, Jie Zhou, Yankai Lin, Zhiyuan Liu, Maosong Sun |
| 2024 | CoRL | PianoMime: Learning a Generalist, Dexterous Piano Player from Internet Demonstrations. | Cheng Qian, Julen Urain, Kevin Zakka, Jan Peters |
| 2024 | ICCCN | Digital Twin based Internet of Vehicles. | Cheng Qian, Mian Qian, Kun Hua, Hengshuo Liang, Guobin Xu, Wei Yu |
| 2024 | ICDM | Optimized Biomedical Question-Answering Services with LLM and Multi-BERT Integration. | Cheng Qian, Xianglong Shi, Shanshan Yao, Yichen Liu, Fengming Zhou, Zishu Zhang, Junaid Akram, Ali Braytee, Ali Anaissi |
| 2024 | INDIN | Optimal Scheduling of Building Energy System with Integrated Virtual Energy Storage Based on Model Predictive Control. | Cheng Qian, Ning He, Zihao Cheng, Ziqi Yang |
| 2024 | INDIN | Receding Horizon SOH Estimation of Lithium-ion Battery based on Novel Health Indicator. | Ziqi Yang, Ning He, Cheng Qian, Jiaze Ni |
| 2024 | NAACL | Toolink: Linking Toolkit Creation and Using through Chain-of-Solving on Open-Source Model. | Cheng Qian, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu |
| 2024 | SIGIR | Clinical Trial Retrieval via Multi-grained Similarity Learning. | Junyu Luo, Cheng Qian, Lucas Glass, Fenglong Ma |
| 2024 | SoCS | A Quality Diversity Approach to Automatically Generate Multi-Agent Path Finding Benchmark Maps (Extended Abstract). | Cheng Qian, Yulun Zhang, Jiaoyang Li |
| 2023 | ACL | Recyclable Tuning for Continual Pre-training. | Yujia Qin, Cheng Qian, Xu Han, Yankai Lin, Huadong Wang, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou |
| 2023 | CIKM | pADR: Towards Personalized Adverse Drug Reaction Prediction by Modeling Multi-sourced Data. | Junyu Luo, Cheng Qian, Xiaochen Wang, Lucas Glass, Fenglong Ma |
| 2023 | DEXA | A Study on Vulnerability Code Labeling Method in Open-Source C Programs. | Yaning Zheng, Dongxia Wang, Huayang Cao, Cheng Qian, Xiaohui Kuang, Honglin Zhuang |
| 2023 | EMNLP | CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models. | Cheng Qian, Chi Han, Yi Ren Fung, Yujia Qin, Zhiyuan Liu, Heng Ji |
| 2023 | HCI | Research on RGB-d-Based Pilot Hand Detection in Complex Cockpit Environment. | Cheng Qian, Zhen Wang, Shan Fu |
| 2023 | ICASSP | Enrollment Rate Prediction in Clinical Trials based on CDF Sketching and Tensor Factorization tools. | Magda Amiridi, Cheng Qian, Nicholas D. Sidiropoulos, Lucas M. Glass |
| 2023 | ICDM | Bayesian A/B Testing with Covariates. | Yuanyu Zhang, Cheng Qian, Wenhang Bao |
| 2023 | INFOCOM | Attack Evaluations of Deep Learning Empowered WiFi Sensing in IoT Systems. | Jianchao Song, Cheng Qian, Yifan Guo, Kun Hua, Wei Yu |
| 2023 | SERA | Digital Twins of Smart Campus: Performance Evaluation Using Machine Learning Analysis. | Adamu Hussaini, Cheng Qian, Yifan Guo, Chao Lu, Wei Yu |
| 2023 | SERA | Named Data Networking (NDN) for Data Collection of Digital Twins-based IoT Systems. | Hengshuo Liang, Cheng Qian, Chao Lu, Lauren Burgess, John Mulo, Wei Yu |
| 2022 | EMNLP | Distinguish Sense from Nonsense: Out-of-Scope Detection for Virtual Assistants. | Cheng Qian, Haode Qi, Gengyu Wang, Ladislav Kunc, Saloni Potdar |
| 2022 | EMNLP | Exploring Mode Connectivity for Pre-trained Language Models. | Yujia Qin, Cheng Qian, Jing Yi, Weize Chen, Yankai Lin, Xu Han, Zhiyuan Liu, Maosong Sun, Jie Zhou |
| 2022 | IJCAI | GOCPT: Generalized Online Canonical Polyadic Tensor Factorization and Completion. | Chaoqi Yang, Cheng Qian, Jimeng Sun |
| 2022 | ICWS | Game Theory based D2D Collaborative Offloading for Workflow Applications in Mobile Edge Computing. | Cheng Qian, Gansen Zhao, Haoyu Luo |
| 2021 | AAAI | SWIFT: Scalable Wasserstein Factorization for Sparse Nonnegative Tensors. | Ardavan Afshar, Kejing Yin, Sherry Yan, Cheng Qian, Joyce C. Ho, Haesun Park, Jimeng Sun |
| 2021 | AAAI | STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization. | Nikos Kargas, Cheng Qian, Nicholas D. Sidiropoulos, Cao Xiao, Lucas M. Glass, Jimeng Sun |
| 2021 | DASC | Towards Scalability of the IoT Search Engine. | Weichao Gao, Cheng Qian, William G. Hatcher, Weixian Liao, Chao Lu, Wei Yu |
| 2021 | IJCAI | Multi-version Tensor Completion for Time-delayed Spatio-temporal Data. | Cheng Qian, Nikos Kargas, Cao Xiao, Lucas Glass, Nicholas D. Sidiropoulos, Jimeng Sun |
| 2021 | INFOCOM | Incremental Learning Based Radio Frequency Fingerprint Identification Using Intelligent Representation. | Mingqian Liu, Jiakun Wang, Cheng Qian |
| 2021 | ISSRE | Semantic Learning and Understanding of multivehicle interaction patterns Using Primitive Driving Patterns With Bayesian Nonparametric Approaches. | Lulu Jia, Dezhen Yang, Yi Ren, Cheng Qian, Zhifeng Li |
| 2021 | KDD | Probabilistic and Dynamic Molecule-Disease Interaction Modeling for Drug Discovery. | Tianfan Fu, Cao Xiao, Cheng Qian, Lucas M. Glass, Jimeng Sun |
| 2021 | KDD | MTC: Multiresolution Tensor Completion from Partial and Coarse Observations. | Chaoqi Yang, Navjot Singh, Cao Xiao, Cheng Qian, Edgar Solomonik, Jimeng Sun |
| 2021 | UIC | Towards Online Continuous Reinforcement Learning on Industrial Internet of Things. | Cheng Qian, Wei Yu, Xing Liu, David W. Griffith, Nada Golmie |
| 2020 | DASC | Search Engine for Heterogeneous Internet of Things Systems and Optimization. | Cheng Qian, Weichao Gao, William G. Hatcher, Weixian Liao, Chao Lu, Wei Yu |
| 2020 | ICONIP | Non-norm-bounded Attack for Generating Adversarial Examples. | Ming Zhang, Hu Li, Xiaohui Kuang, Yuanping Nie, Cheng Qian, Zhendong Wu, Gang Zhao |
| 2020 | ISPASS | A Study on Mesh Hybrid Memory Cube Network. | Cheng Qian, Ming Zhang, Xiaohui Kuang, Gang Zhao |
| 2019 | GLOBECOM | Gridless Angular Domain Channel Estimation for mmWave Massive MIMO System with One-Bit Quantization via Approximate Message Passing. | Liangyuan Xu, Feifei Gao, Cheng Qian |
| 2019 | ICASSP | From Gene Expression to Drug Response: A Collaborative Filtering Approach. | Cheng Qian, Nicholas D. Sidiropoulos, Magda Amiridi, Amin Emad |
| 2019 | ISPASS | Hierarchical Page Eviction Policy for Unified Memory in GPUs. | Qi Yu, Bruce R. Childers, Libo Huang, Cheng Qian, Zhiying Wang |
| 2019 | MVA | Accurate Ellipse Extraction in Low-Quality Images. | Zezhong Xu, Shibo Xu, Cheng Qian, Reinhard Klette |
| 2018 | ICASSP | Tensor-Based Parameter Estimation of Double Directional Massive Mimo Channel with Dual-Polarized Antennas. | Cheng Qian, Xiao Fu, Nicholas D. Sidiropoulos, Ye Yang |
| 2018 | ISPA | Improving Branch Prediction Accuracy on Multi-Core Architectures for Big Data. | Qi Yu, Libo Huang, Hui Guo, Cheng Qian, Sheng Ma, Zhiying Wang |
| 2018 | ISPASS | HMCSP: Reducing Transaction Latency of CSR-based SPMV in Hybrid Memory Cube. | Cheng Qian, Bruce R. Childers, Libo Huang, Qi Yu, Zhiying Wang |
| 2018 | ISPASS | Evaluating Memory Performance of Emerging Scale-Out Applications Using C-AMAT. | Qi Yu, Libo Huang, Cheng Qian, Jianqiao Ma, Zhiying Wang |
| 2017 | ICASSP | ADMM for harmonic retrieval from one-bit sampling with time-varying thresholds. | Cheng Qian, Jian Li |
| 2017 | IECON | Precise and stable feedback for haptic device with exact dynamics and optimal estimation. | Weiyang Lin, Baibo Wu, Runze Ding, Cheng Qian, Xinghu Yu, Mingsi Tong |
| 2017 | VECoS | Factor-Based C-AMAT Analysis for Memory Optimization. | Qi Yu, Libo Huang, Cheng Qian, Jianqiao Ma, Zhiying Wang |
| 2016 | ICASSP | Least squares phase retrieval using feasible point pursuit. | Cheng Qian, Nicholas D. Sidiropoulos, Kejun Huang, Lei Huang, Hing-Cheung So |
| 2016 | IWQoS | On efficiently harnessing cloud to securely solve linear regression and other matrix operations. | Youwen Zhu, Zhikuan Wang, Cheng Qian, Jian Wang |
| 2015 | ICA3PP | A Study on Non-volatile 3D Stacked Memory for Big Data Applications. | Cheng Qian, Libo Huang, Peng Xie, Nong Xiao, Zhiying Wang |
| 2015 | ICASSP | Joint direction-of-arrival and frequency estimation without source enumeration. | Cheng Qian, Lei Huang, Yunmei Shi, Hing-Cheung So |
| 2014 | ICASSP | Joint angle and frequency estimation using structured least squares. | Cheng Qian, Lei Huang, Yunmei Shi, Hing-Cheung So |
| 2013 | HPCC | A Performance Visualization Method for OpenMP Tasks. | Cheng Qian, Zhijun Ding, Haiping Sun |
| 2011 | SPAA | Brief announcement: program regularization in verifying memory consistency. | Lei Li, Tianshi Chen, Yunji Chen, Ling Li, Cheng Qian, Weiwu Hu |
| 2010 | ICIP | Earth documentation: Overpass detection using mobile Lidar. | Cheng Qian, Bill Gale, Jeff Bach |
| 2009 | ICIW | Selection Strategy of Rescue Servers Under Hot-Spot Congestion. | Shijie Xu, Chi-Hung Chi, Cheng Qian, Chen Ding |
| 2009 | SERVICES | N-to-1 SOAP Requests Bundling for Efficient Software Service Delivery. | Feng-Lin Li, Cheng Qian, Weiyi Liu, Chi-Hung Chi |
| 2008 | DCOSS | Coverage Estimation in the Presence of Occlusions for Visual Sensor Networks. | Cheng Qian, Hairong Qi |
| 2006 | ICSE | Applying the Value/Petri process to ERP software development in China. | LiGuo Huang, Barry W. Boehm, Hao Hu, JiDong Ge, Jian L, Cheng Qian |
| 2004 | IV | Extracting 3D Contour Features of Urban Scenes from Ground-Based Laser Range Data. | Weidong Sun, Shaoxing Hu, Cheng Qian, Aiwu Zhang |