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Jiacheng Liu

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

74

Venues

34

Active years

2018–2026

Best venue rank

A*

Where they publish

Papers

74 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIDesireKV: Decoupling Sensitivity and Importance for Reasoning-Aware KV Cache Compression.Pengyu Cheng, Jiacheng Wang, Tianle Chen, Bei Liu, Xiaofeng Hou, Jiacheng Liu
2026AAAIWaveEx: Accelerating Flow Matching-based Speech Generation via Wavelet-guided Extrapolation.Xiaoqian Liu, Xiyan Gui, Zhengkun Ge, Yuan Ge, Chang Zou, Jiacheng Liu, Zhikang Niu, Qixi Zheng, Chen Xu, Xie Chen, Tong Xiao, Jingbo Zhu, Linfeng Zhang
2026AAAIFormat as a Prior: Quantifying and Analyzing Bias in LLMs for Heterogeneous Data.Jiacheng Liu, Mayi Xu, Qiankun Pi, Wenli Li, Ming Zhong, Yuanyuan Zhu, Mengchi Liu, Tieyun Qian
2026AAAIFinMMDocR: Benchmarking Financial Multimodal Reasoning with Scenario Awareness, Document Understanding, and Multi-Step Computation.Zichen Tang, Haihong E, Rongjin Li, Jiacheng Liu, Linwei Jia, Zhuodi Hao, Zhongjun Yang, Yuanze Li, Haolin Tian, Xinyi Hu, Peizhi Zhao, Yuan Liu, Zhengyu Wang, Xianghe Wang, Yiling Huang, Xueyuan Lin, Ruofei Bai, Zijian Xie, Qian Huang, Ruining Cao, Haocheng Gao
2026AAAIAdaReason: Progressive Training of Multi-LoRA Adapters for Budget-Adaptive Language Reasoning Models.Jiacheng Wang, Tianle Chen, Pengyu Cheng, Xiaofeng Hou, Jiacheng Liu
2026AAAIForecast Then Calibrate: Feature Caching as ODE for Efficient Diffusion Transformers.Shikang Zheng, Liang Feng, Xinyu Wang, Qinming Zhou, Peiliang Cai, Chang Zou, Jiacheng Liu, Yuqi Lin, Junjie Chen, Yue Ma, Linfeng Zhang
2026ACLEnhancing Agentic Textual Graph Retrieval with Synthetic Stepwise Supervision.Ge Chang, Jinbo Su, Jiacheng Liu, Pengfei Yang, Yuhao Shang, Huiwen Zheng, Hongli Ma, Yan Liang, Yuanchun Li, Yunxin Liu
2026ACLAdaptive Spatial and Temporal Redundancy Optimization for Efficient Reasoning in Large Language Models.Tianle Chen, Pengyu Cheng, Qiyuan Zhu, Jiacheng Wang, Bei Liu, Hao Gu, Ruijie Shen, Xiaofeng Hou, Sirui Han, Jiacheng Liu
2026ACLDecoding Scientific Experimental Images: The SPUR Benchmark for Perception, Understanding, and Reasoning.Junpeng Ding, Zichen Tang, Haihong E, Mengyuan Ji, Yang Liu, Haolin Tian, Haiyang Sun, Pengqi Sun, Yang Xu, Yichen Liu, Haocheng Gao, Zijie Xi, Ruomeng Jiang, Peizhi Zhao, Rongjin Li, Yuanze Li, Jiacheng Liu, Zhongjun Yang, Jintong Chen, Siying Lin
2026ACLBTC-LLM: Efficient Sub-1-Bit LLM Quantization via Learnable Transformation and Binary Codebook.Hao Gu, Lujun Li, Hao Wang, Lei Wang, Zheyu Wang, Bei Liu, Jiacheng Liu, Qiyuan Zhu, Sirui Han, Yike Guo
2026ACLQaRL: Rollout-Aligned Quantization-Aware RL for Fast and Stable Training under Training-Inference Mismatch.Hao Gu, Hao Wang, Jiacheng Liu, Lujun Li, Qiyuan Zhu, Bei Liu, Binxing Xu, Lei Wang, Xintong Yang, Sida Lin, Sirui Han, Yike Guo
2026ACLRoadMapper: A Multi-Agent System for Roadmap Generation of Solving Complex Research Problems.Jiacheng Liu, Zichen Tang, Zhongjun Yang, Xinyi Hu, Xueyuan Lin, Linwei Jia, Ruofei Bai, Rongjin Li, Shiyao Peng, Haocheng Gao, Haihong E
2026ACLLLMSurgeon: Diagnosing Data Mixture of Large Language Models.Yaxin Luo, Jiacheng Cui, Xiaohan Zhao, Xinyi Shang, Jiacheng Liu, Xinyue Bi, Zhaoyi Li, Zhiqiang Shen
2026ACLBit-by-Bit: Progressive QAT Strategy with Outlier Channel Splitting for Stable Low-Bit LLMs.Binxing Xu, Hao Gu, Lujun Li, Hao Wang, Bei Liu, Jiacheng Liu, Qiyuan Zhu, Xintong Yang, Chao Li, Sirui Han, Yike Guo
2026ACLAEGIS: A Holistic Benchmark for Evaluating Forensic Analysis of AI-Generated Academic Images.Bo Zhang, Tzu-Yen Ma, Zichen Tang, Junpeng Ding, Zirui Wang, Yizhuo Zhao, Peilin Gao, Zijie Xi, Zixin Ding, Haiyang Sun, Haocheng Gao, Yuan Liu, Liangjia Wang, Yiling Huang, Yujie Wang, Yuyue Zhang, Ronghui Xi, Yuanze Li, Jiacheng Liu, Zhongjun Yang, Haihong E
2026ASPLOSMoE-APEX: An Efficient MoE Inference System with Adaptive Precision Expert Offloading.Peng Tang, Jiacheng Liu, Xiaofeng Hou, Yifei Pu, Jing Wang, Pheng-Ann Heng, Chao Li, Minyi Guo
2026EACLAggregating Crowd of LLMs for Cost-Effective Data Annotation.Jiacheng Liu, Xiaofeng Hou
2026IWQoSLocMore: Locating More Bursty Latency-critical Jobs on Resource-constrained Nodes.Chang Liu, Xiaofeng Hou, Cheng Xu, Xinkai Wang, Jiacheng Liu, Chao Li, Minyi Guo
2026IWQoSStarkServe: A Framework for Elastic Serverless LLM Inference at the Extreme Edge.Mingxuan Zhang, Xiaofeng Hou, Jiacheng Liu, Chang Liu, Xinkai Wang, Chao Li, Minyi Guo, Han Yang
2026MobisysMobile GUI Agents under Real-world Threats: Are We There Yet?Guohong Liu, Jialei Ye, Jiacheng Liu, Wei Liu, Pengzhi Gao, Jian Luan, Yuanchun Li, Yunxin Liu
2026MobisysAgentProg: Empowering Long-Horizon GUI Agents with Program-guided Context Management.Shizuo Tian, Hao Wen, Yuxuan Chen, Jiacheng Liu, Shanhui Zhao, Guohong Liu, Ju Ren, Yunxin Liu, Yuanchun Li
2026WWWNeocorRAG: Less Irrelevant Information, More Explicit Evidence, and More Effective Recall via Evidence Chains.Shiyao Peng, Qianhe Zheng, Zhuodi Hao, Zichen Tang, Rongjin Li, Qing Huang, Jiayu Huang, Jiacheng Liu, Yifan Zhu, Haihong E
2025ACLOLMoTrace: Tracing Language Model Outputs Back to Trillions of Training Tokens.Jiacheng Liu, Taylor Blanton, Yanai Elazar, Sewon Min, Yen-Sung Chen, Arnavi Chheda-Kothary, Huy Tran, Byron Bischoff, Eric Marsh, Michael Schmitz, Cassidy Trier, Aaron Sarnat, Jenna James, Jon Borchardt, Bailey Kuehl, Evie Yu-Yen Cheng, Karen Farley, Taira Anderson, David Albright, Carissa Schoenick, Luca Soldaini, Dirk Groeneveld, Rock Yuren Pang, Pang Wei Koh, Noah A. Smith, Sophie Lebrecht, Yejin Choi, Hannaneh Hajishirzi, Ali Farhadi, Jesse Dodge
2025ACLFinanceReasoning: Benchmarking Financial Numerical Reasoning More Credible, Comprehensive and Challenging.Zichen Tang, Haihong E, Ziyan Ma, Haoyang He, Jiacheng Liu, Zhongjun Yang, Zihua Rong, Rongjin Li, Kun Ji, Qing Huang, Xinyang Hu, Yang Liu, Qianhe Zheng
2025CIKMFrequency-Decoupled Distillation for Efficient Multimodal Recommendation.Ziyi Zhuang, Hongji Li, Junchen Fu, Jiacheng Liu, Joemon M. Jose, Youhua Li, Yongxin Ni
2025EMNLPAn Empirical Study of LLM Reasoning Ability Under Strict Output Length Constraint.Yi Sun, Han Wang, Jiaqiang Li, Jiacheng Liu, Xiangyu Li, Hao Wen, Yizhen Yuan, Huiwen Zheng, Yan Liang, Yuanchun Li, Yunxin Liu
2025EMNLPInfini-gram mini: Exact n-gram Search at the Internet Scale with FM-Index.Hao Xu, Jiacheng Liu, Yejin Choi, Noah A. Smith, Hannaneh Hajishirzi
2025ICCADSimulation Framework and Optimization of Superconducting Transmon-Tunable Coupler-Transmon System for Qudit Gates.Ferris Prima Nugraha, Yuhan Huang, Jiacheng Liu, Qiming Shao
2025ICCVFrom Reusing to Forecasting: Accelerating Diffusion Models With Taylorseers.Jiacheng Liu, Chang Zou, Yuanhuiyi Lyu, Junjie Chen, Linfeng Zhang
2025ICCV$\mathcal{F}_{M}$ FinMMR: Make Financial Numerical Reasoning More Multimodal, Comprehensive, and Challenging.Zichen Tang, Haihong E, Jiacheng Liu, Zhongjun Yang, Rongjin Li, Zihua Rong, Haoyang He, Zhuodi Hao, Xinyang Hu, Kun Ji, Ziyan Ma, Mengyuan Ji, Jun Zhang, Chenghao Ma, Qianhe Zheng, Yang Liu, Yiling Huang, Xinyi Hu, Qing Huang, Zijian Xie, Shiyao Peng
2025ICLRAI as Humanity's Salieri: Quantifying Linguistic Creativity of Language Models via Systematic Attribution of Machine Text against Web Text.Ximing Lu, Melanie Sclar, Skyler Hallinan, Niloofar Mireshghallah, Jiacheng Liu, Seungju Han, Allyson Ettinger, Liwei Jiang, Khyathi Raghavi Chandu, Nouha Dziri, Yejin Choi
2025ICMLDataDecide: How to Predict Best Pretraining Data with Small Experiments.Ian Magnusson, Nguyen Tai, Ben Bogin, David Heineman, Jena D. Hwang, Luca Soldaini, Akshita Bhagia, Jiacheng Liu, Dirk Groeneveld, Oyvind Tafjord, Noah A. Smith, Pang Wei Koh, Jesse Dodge
2025IROSMM-Geo: Multi-Scale and Multi-Positive UAV-View Geo-Localization.Pan Ai, Xichen Zhang, Senmao Cheng, Penghui Huang, Jiacheng Liu, Fengguang Zhai, Yinian Mao, Guoquan Huang
2025ISMARA Mixed Reality Framework for Acupoint Therapy Teaching: Localization, Practice and Evaluation.Jiacheng Liu, Bohan Chen, Weichao Song, Fangfei Ye, Haibin Ling, Bingyao Huang
2025MobisysAutoDroid-V2: Boosting SLM-based GUI Agents via Code Generation.Hao Wen, Shizuo Tian, Borislav Pavlov, Wenjie Du, Yixuan Li, Ge Chang, Shanhui Zhao, Jiacheng Liu, Yunxin Liu, Ya-Qin Zhang, Yuanchun Li
2025PRICAITowards Automation in Log Parsing: Auto-Prompt Optimization with Natural Language Gradients.Jie Chen, Yunpeng Hong, Jiacheng Liu, Chenyang Bu
2025USENIXSpaceExit: Enabling Efficient Adaptive Computing in Space with Early Exits.Jiacheng Liu, Xiaozhi Zhu, Tongqiao Xu, Xiaofeng Hou, Chao Li
2024ACLAre Machines Better at Complex Reasoning? Unveiling Human-Machine Inference Gaps in Entailment Verification.Soumya Sanyal, Tianyi Xiao, Jiacheng Liu, Wenya Wang, Xiang Ren
2024EMNLPLoRAExit: Empowering Dynamic Modulation of LLMs in Resource-limited Settings using Low-rank Adapters.Jiacheng Liu, Peng Tang, Xiaofeng Hou, Chao Li, Pheng-Ann Heng
2024ICDEGraph Contrastive Learning for Truth Inference.Hao Liu, Jiacheng Liu, Feilong Tang, Peng Li, Long Chen, Jiadi Yu, Yanmin Zhu, Min Gao, Yanqin Yang, Xiaofeng Hou
2024ICLRMathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts.Pan Lu, Hritik Bansal, Tony Xia, Jiacheng Liu, Chunyuan Li, Hannaneh Hajishirzi, Hao Cheng, Kai-Wei Chang, Michel Galley, Jianfeng Gao
2024ISCAA Tale of Two Domains: Exploring Efficient Architecture Design for Truly Autonomous Things.Xiaofeng Hou, Tongqiao Xu, Chao Li, Cheng Xu, Jiacheng Liu, Yang Hu, Jieru Zhao, Jingwen Leng, Kwang-Ting Cheng, Minyi Guo
2024IGARSSWeakly Supervised Point Cloud Segmentation by Combining Active Learning Annotation and Multi-Consistency Mechanism.Jiacheng Liu, Haiyan Guan, Lingfei Ma, Nannan Qin, Yufu Zang
2024IGARSSResearch on Wall Thickness Inversion Method for Multilayer String Based on Pulsed Eddy Current.Jiacheng Liu, Wei Zhang, Aihua Tao, Bin Luo, Zhipeng Li, Yibing Shi, Yanjun Li
2024IWQoSMobiShare: Efficient Decentralized Data Sharing for Mobile Devices.Long Chen, Feilong Tang, Xu Li, Jiacheng Liu, Yichuan Yu, Yanqin Yang, Jie Liu, Wenchao Xu, Han Yu, Hengzhi Wang
2024MICCAIOverlay Mantle-Free for Semi-supervised Medical Image Segmentation.Jiacheng Liu, Wenhua Qian, Jinde Cao, Peng Liu
2024VROdorAgent: Generate Odor Sequences for Movies Based on Large Language Model.Yu Zhang, Peizhong Gao, Fangzhou Kang, Jiaxiang Li, Jiacheng Liu, Qi Lu, Yingqing Xu
2023ECAILabel Aggregation with Self-Supervision Enhanced Graph Transformer.Jiacheng Liu, Feilong Tang, Xiaofeng Hou
2023EMNLPCrystal: Introspective Reasoners Reinforced with Self-Feedback.Jiacheng Liu, Ramakanth Pasunuru, Hannaneh Hajishirzi, Yejin Choi, Asli Celikyilmaz
2023EMNLPVera: A General-Purpose Plausibility Estimation Model for Commonsense Statements.Jiacheng Liu, Wenya Wang, Dianzhuo Wang, Noah A. Smith, Yejin Choi, Hannaneh Hajishirzi
2023EuroParMMExit: Enabling Fast and Efficient Multi-modal DNN Inference with Adaptive Network Exits.Xiaofeng Hou, Jiacheng Liu, Xuehan Tang, Chao Li, Kwang-Ting Cheng, Li Li, Minyi Guo
2023HPCCReinforcement Learning Based Control Domain Division in LEO Satellite Networks.Feilong Tang, Xue Li, Long Chen, Jiacheng Liu, Ming Gao, Yanqin Yang, Wenchao Xu, Heteng Zhang
2023ICLRDraft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal Proofs.Albert Qiaochu Jiang, Sean Welleck, Jin Peng Zhou, Timothe Lacroix, Jiacheng Liu, Wenda Li, Mateja Jamnik, Guillaume Lample, Yuhuai Wu
2023ICLRSymbolic Regression in Financial Economics.Jiacheng Liu, Siqi Guo
2023ISCAArchitecting Efficient Multi-modal AIoT Systems.Xiaofeng Hou, Jiacheng Liu, Xuehan Tang, Chao Li, Jia Chen, Luhong Liang, Kwang-Ting Cheng, Minyi Guo
2023ICRAEfficient Bundle Adjustment for Coplanar Points and Lines.Lipu Zhou, Jiacheng Liu, Fengguang Zhai, Pan Ai, Kefei Ren, Yinian Mao, Guoquan Huang, Ziyang Meng, Michael Kaess
2023IWQoSEAGLE: Heterogeneous GNN-based Network Performance Analysis.Jiacheng Liu, Feilong Tang, Long Chen, Xu Li, Jiadi Yu, Yanmin Zhu, Yichuan Yu, Yanqin Yang
2023SMCDiscovering Reliable Information Extraction Patterns with Pre-Trained Model for Text with Writing Style.Chenyang Bu, Jiacheng Liu, Jiaxuan Liu, Shengwei Ji, Hongbin Yang
2023SMCOptimizing Investment Strategies with Lazy Factor and Probability Weighting: A Price Portfolio Forecasting and Mean-Variance Model with Transaction Costs Approach.Shuo Han, Yinan Chen, Jiacheng Liu
2023RTSSSMG: A System-Level Modality Gating Facility for Fast and Energy-Efficient Multimodal Computing.Xiaofeng Hou, Peng Tang, Chao Li, Jiacheng Liu, Cheng Xu, Kwang-Ting Cheng, Minyi Guo
2022ACLGenerated Knowledge Prompting for Commonsense Reasoning.Jiacheng Liu, Alisa Liu, Ximing Lu, Sean Welleck, Peter West, Ronan Le Bras, Yejin Choi, Hannaneh Hajishirzi
2022EMNLPRainier: Reinforced Knowledge Introspector for Commonsense Question Answering.Jiacheng Liu, Skyler Hallinan, Ximing Lu, Pengfei He, Sean Welleck, Hannaneh Hajishirzi, Yejin Choi
2022GLOBECOMLoad-Adaptive and Energy-Efficient Topology Control in LEO Mega-Constellation Networks.Long Chen, Feilong Tang, Linghe Kong, Rui Li, Zhi Hou, Jiacheng Liu, Xu Li, Song Guo
2022MMSPArrayed-waveguide-grating based on proton exchange and etching combined fabrication over bulk Lithium-Niobate substrate.Jiaxi Yuan, Jiangbing Du, Jiacheng Liu, Zuyuan He
2021HPCCSemantic-Based Heterogeneous Controller Collaboration for Space-Terrestrial Integrated Networks.Yaru Bao, Feilong Tang, Xu Li, Long Chen, Jiacheng Liu, Yanqin Yang, Wenchao Xu, Lijun Cao, Ping Han
2021VROptimal Time Window for the Integration of Spatial Audio-Visual Information in Virtual Environments.Jiacheng Liu, Vit Drga, Ifat Yasin
2021USENIXAUTO: Adaptive Congestion Control Based on Multi-Objective Reinforcement Learning for the Satellite-Ground Integrated Network.Xu Li, Feilong Tang, Jiacheng Liu, Laurence T. Yang, Luoyi Fu, Long Chen
2020AAAIFine-Grained Machine Teaching with Attention Modeling.Jiacheng Liu, Xiaofeng Hou, Feilong Tang
2020SCANT-man: towards agile power management in the microservice era.Xiaofeng Hou, Chao Li, Jiacheng Liu, Lu Zhang, Yang Hu, Minyi Guo
2019AMIAA Bibliometric Analysis of Research Publications that Adopted the Medical Expenditure Panel Survey (MEPS) Data.Jiacheng Liu, Fei Yu, Lixin Song
2019EMNLPPhrase Grounding by Soft-Label Chain Conditional Random Field.Jiacheng Liu, Julia Hockenmaier
2019EMNLPCrossWeigh: Training Named Entity Tagger from Imperfect Annotations.Zihan Wang, Jingbo Shang, Liyuan Liu, Lihao Lu, Jiacheng Liu, Jiawei Han
2019ICPPUnleashing the Scalability Potential of Power-Constrained Data Center in the Microservice Era.Xiaofeng Hou, Jiacheng Liu, Chao Li, Minyi Guo
2018AINAFeedback Based High-Quality Task Assignment in Collaborative Crowdsourcing.Liang Qiao, Feilong Tang, Jiacheng Liu