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Kang Liu

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

317

Venues

46

Active years

2006–2026

Best venue rank

A*

Where they publish

Papers

Showing the 300 most recent indexed papers.

YearVenueTitleAuthors
2026AAAITaREx: Reinforcement Learning for Code-Driven Table Reasoning.Fangyu Lei, Jinxiang Meng, Yiming Huang, Shizhu He, Jun Zhao, Kang Liu
2026AAAIBias-Restrained Prefix Representation Finetuning for Mathematical Reasoning.Sirui Liang, Pengfei Cao, Jian Zhao, Cong Huang, Jun Zhao, Kang Liu
2026AAAISparK: Query-Aware Unstructured Sparsity with Recoverable KV Cache Channel Pruning.Huanxuan Liao, Yixing Xu, Shizhu He, Guanchen Li, Xuanwu Yin, Dong Li, Emad Barsoum, Jun Zhao, Kang Liu
2026AAAIPriorRG: Prior-Guided Contrastive Pre-training and Coarse-to-Fine Decoding for Chest X-ray Report Generation.Kang Liu, Zhuoqi Ma, Zikang Fang, Yunan Li, Kun Xie, Qiguang Miao
2026AAAIRetroLM: Retrieval-Augmented KVs for Long-Context Processing.Kun Luo, Zheng Liu, Shitao Xiao, Jiabei Chen, Hongjin Qian, Peitian Zhang, Shanshan Jiang, Bin Dong, Jun Zhao, Kang Liu
2026AAAIBidirectional Counterfactual Distillation for Review-Based Recommendation.Sheng Sang, Shujie Li, Shuaiyang Li, Kang Liu, Teng Li, Wei Jia, Dan Guo, Feng Xue
2026AAAIEPO: Diverse and Realistic Protein Ensemble Generation via Energy Preference Optimization.Yuancheng Sun, Yuxuan Ren, Zhaoming Chen, Xu Han, Kang Liu, Qiwei Ye
2026AAAISR-KI: Scalable and Real-Time Knowledge Integration into LLMs via Supervised Attention.Bohan Yu, Wei Huang, Kang Liu
2026ACLHarmonizing the Past, Present, and Future: A Null-Space Constrained Region-Specific Method for Continual Learning in LLMs.Jinhui Chen, Shizhu He, Xingchang Yang, Huanxuan Liao, Yequan Wang, Xiangwen Liao, Wenhao Teng, Kang Liu, Jun Zhao
2026ACLIf an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs.Siqi Fan, Xiusheng Huang, Yiqun Yao, Xuezhi Fang, Kang Liu, Peng Han, Shuo Shang, Aixin Sun, Yequan Wang
2026ACLPushing the Limits of LLM Tool Calling via Experiential Knowledge Integration and Activation.Yupu Hao, Zhuoran Jin, Huanxuan Liao, Kang Liu, Jun Zhao
2026ACLTheory-optimal Quantization Based on Flatness.Xiusheng Huang, Zhe Li, Xuanwu Yin, Lu Wang, Yequan Wang, Dong Li, Emad Barsoum, Kang Liu
2026ACLBreak Through the Compression Bottleneck: From Theory to Practice.Xiusheng Huang, Lu Wang, Yequan Wang, Jun Zhao, Kang Liu
2026ACLTowards Explainable Diagnosis: A Self-learned Explanatory Knowledge Base Approach.Dongqi Huang, Tong Zhou, Zhuoran Jin, Shenghui Shi, Yujiao Mao, Kang Liu, Jun Zhao, Yubo Chen
2026ACLLANTERN in the Event Stream: Training-Free Temporal Knowledge Graph Forecasting by Balancing Inertia and Shifts.Chengyuan Jin, Ao Chang, Daojian Zeng, Wenhao Teng, Xiangwen Liao, Kang Liu, Jun Zhao, Yubo Chen
2026ACLLook Light, Think Heavy: What Multimodal Chain-of-Thought Reasoning Can and Cannot Do.Zhuoran Jin, Kejian Zhu, Hongbang Yuan, Yupu Hao, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao
2026ACLLearning How to Remember: A Meta-Cognitive Management Method for Structured and Transferable Agent Memory.Sirui Liang, Pengfei Cao, Jian Zhao, Wenhao Teng, Xiangwen Liao, Jun Zhao, Kang Liu
2026ACLSpectral Disentanglement: Rank-Aware Task Adaptation for Rehearsal-free Continual Learning in LLMs.Huanxuan Liao, Shizhu He, Yupu Hao, Yequan Wang, Wenhao Teng, Xiangwen Liao, Jun Zhao, Kang Liu
2026ACLLightweight Haar Wavelet Subband Pruning for LLMs.Jiang Li, Pengfei Cao, Chenxi Zhou, Tian Lan, Xiangdong Su, Kang Liu, Jun Zhao, Guanglai Gao
2026ACLNEAT: Neuron-Based Early Exit for Large Reasoning Models.Kang Liu, YongKang Liu, Xiaocui Yang, Peidong Wang, Wen Zhang, Shi Feng, Yifei Zhang, Daling Wang
2026ACLGATE: Graph-based Adaptive Tool Evolution Across Diverse Tasks.Jianwen Luo, Yiming Huang, Jinxiang Meng, Fangyu Lei, Shizhu He, Xiao Liu, Shanshan Jiang, Bin Dong, Jun Zhao, Kang Liu
2026ACLReinforcing Agentic Search Via Reward Density Optimization.Kun Luo, Hongjin Qian, Zheng Liu, Ziyi Xia, Shitao Xiao, Zhao Cao, Siqi Bao, Jun Zhao, Kang Liu
2026ACLBeyond the Context Window: Scaling Agentic RL via End-to-end Optimized Context Compression.Miao Lu, Weiwei Sun, Weihua Du, Zhan Ling, Xuesong Yao, Kang Liu, Jiecao Chen
2026ACLEmpowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task Planning.Tianyi Men, Zhuoran Jin, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao
2026ACLShuttle Between Symbolic Instructions and Neural Parameters of Large Language Models.Wangtao Sun, Haotian Xu, Huanxuan Liao, Xuanqing Yu, Zhongtao Jiang, Shizhu He, Jun Zhao, Kang Liu
2026ACLEfficient Prior-Guided Reasoning for Robust Retrieval-Augmented Generation under Conflicts.Xiaowei Yuan, Ziyang Huang, Zhao Yang, Yequan Wang, Jun Zhao, Kang Liu
2026ACLR³A: Reinforced Reasoning for Relevance Assessment for RAG in User-Generated Content Platforms.Xiaowei Yuan, Lei Jin, Haoxin Zhang, Ziyang Huang, Yan Gao, Yi Wu, Yao Hu, Jun Zhao, Kang Liu
2026ACLHetero-Designer: Automated Design of Multi-Agent Systems with Heterogeneous LLMs.Zhiheng Zhang, Yuanzhe Zhang, Bohan Yu, Daojian Zeng, Kang Liu, Jun Zhao
2026ACLFrom Signal Degradation to Computation Collapse: Uncovering the Two Failure Modes of LLM Quantization.Chenxi Zhou, Pengfei Cao, Jiang Li, Bohan Yu, Jinyu Ye, Jun Zhao, Kang Liu
2026ACLTask-Stratified Knowledge Scaling Laws for Post-Training Quantized Large Language Models.Chenxi Zhou, Pengfei Cao, Jiang Li, Bohan Yu, Jinyu Ye, Jun Zhao, Kang Liu
2026DASFAALegal-AP: A Framework to Enhance LLM's Legal Reasoning via Knowledge Augmentation and Adapter-Wise Parametric Fusion.Ao Chang, Yubo Chen, Kang Liu, Jun Zhao
2026DATELithography Hotspot Detection for Complex Non-Manhattan Layouts via Graph Neural Network.Bohao Li, Ranran Liu, Yumeng Liu, Cong Jiang, Kang Liu, Bei Yu, Kun Ren, Qi Sun, Cheng Zhuo
2026ICDCSA Robust and Secure Decentralized Handover Authentication Scheme for HetNets.Wenhao Wang, Yu Li, Minze Xu, Kang Liu, Yuan Zhang, Sheng Zhong
2026IWQoSTaming GPU Inference Variability with Risk-Aware Scheduling and Dynamic Kernel Segments.Mingyuan Ding, Guangping Xu, Kang Liu, Junhui Li, Lei Yang, Yunjie Li
2025AAAICITI: Enhancing Tool Utilizing Ability in Large Language Models Without Sacrificing General Performance.Yupu Hao, Pengfei Cao, Zhuoran Jin, Huanxuan Liao, Yubo Chen, Kang Liu, Jun Zhao
2025AAAIKnowledge in Superposition: Unveiling the Failures of Lifelong Knowledge Editing for Large Language Models.Chenhui Hu, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao
2025AAAINeural-Symbolic Collaborative Distillation: Advancing Small Language Models for Complex Reasoning Tasks.Huanxuan Liao, Shizhu He, Yao Xu, Yuanzhe Zhang, Kang Liu, Jun Zhao
2025AAAIAdaptive Dual Guidance Knowledge Distillation.Tong Li, Long Liu, Kang Liu, Xin Wang, Bo Zhou, Hongguang Yang, Kai Lu
2025AAAITowards Robust Knowledge Unlearning: An Adversarial Framework for Assessing and Improving Unlearning Robustness in Large Language Models.Hongbang Yuan, Zhuoran Jin, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao
2025ACLCracking Factual Knowledge: A Comprehensive Analysis of Degenerate Knowledge Neurons in Large Language Models.Yuheng Chen, Pengfei Cao, Yubo Chen, Yining Wang, Shengping Liu, Kang Liu, Jun Zhao
2025ACLThe Knowledge Microscope: Features as Better Analytical Lenses than Neurons.Yuheng Chen, Pengfei Cao, Kang Liu, Jun Zhao
2025ACLSearch-in-Context: Efficient Multi-Hop QA over Long Contexts via Monte Carlo Tree Search with Dynamic KV Retrieval.Jiabei Chen, Guang Liu, Shizhu He, Kun Luo, Yao Xu, Jun Zhao, Kang Liu
2025ACLEvaluating Personalized Tool-Augmented LLMs from the Perspectives of Personalization and Proactivity.Yupu Hao, Pengfei Cao, Zhuoran Jin, Huanxuan Liao, Yubo Chen, Kang Liu, Jun Zhao
2025ACLImprove Rule Retrieval and Reasoning with Self-Induction and Relevance ReEstimate.Ziyang Huang, Wangtao Sun, Jun Zhao, Kang Liu
2025ACLRAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment.Zhuoran Jin, Hongbang Yuan, Tianyi Men, Pengfei Cao, Yubo Chen, Jiexin Xu, Huaijun Li, Xiaojian Jiang, Kang Liu, Jun Zhao
2025ACLTowards Better Chain-of-Thought: A Reflection on Effectiveness and Faithfulness.Jiachun Li, Pengfei Cao, Yubo Chen, Jiexin Xu, Huaijun Li, Xiaojian Jiang, Kang Liu, Jun Zhao
2025ACLKnow-MRI: A Knowledge Mechanisms Revealer&Interpreter for Large Language Models.Jiaxiang Liu, Boxuan Xing, Chenhao Yuan, Chenxiang Zhang, Di Wu, Xiusheng Huang, Haida Yu, Chuhan Lang, Pengfei Cao, Jun Zhao, Kang Liu
2025ACLA Troublemaker with Contagious Jailbreak Makes Chaos in Honest Towns.Tianyi Men, Pengfei Cao, Zhuoran Jin, Yubo Chen, Kang Liu, Jun Zhao
2025ACLAgent-RewardBench: Towards a Unified Benchmark for Reward Modeling across Perception, Planning, and Safety in Real-World Multimodal Agents.Tianyi Men, Zhuoran Jin, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao
2025ACLCiteLab: Developing and Diagnosing LLM Citation Generation Workflows via the Human-LLM Interaction.Jiajun Shen, Tong Zhou, Yubo Chen, Kang Liu, Jun Zhao
2025ACLTransparentize the Internal and External Knowledge Utilization in LLMs with Trustworthy Citation.Jiajun Shen, Tong Zhou, Yubo Chen, Delai Qiu, Shengping Liu, Kang Liu, Jun Zhao
2025ACLNeural Incompatibility: The Unbridgeable Gap of Cross-Scale Parametric Knowledge Transfer in Large Language Models.Yuqiao Tan, Shizhu He, Kang Liu, Jun Zhao
2025ACLRevealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing.Jiakuan Xie, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao
2025ACLExploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement.Xiaowei Yuan, Zhao Yang, Ziyang Huang, Yequan Wang, Siqi Fan, Yiming Ju, Jun Zhao, Kang Liu
2025COLINGProceedings of Bridging Neurons and Symbols for Natural Language Processing and Knowledge Graphs Reasoning @ COLING 2025.Kang Liu, Yangqiu Song, Zhen Han, Rafet Sifa, Shizhu He, Yunfei Long
2025COLINGTowards Adaptive Mechanism Activation in Language Agent.Ziyang Huang, Jun Zhao, Kang Liu
2025COLINGSKIntern: Internalizing Symbolic Knowledge for Distilling Better CoT Capabilities into Small Language Models.Huanxuan Liao, Shizhu He, Yupu Hao, Xiang Li, Yuanzhe Zhang, Jun Zhao, Kang Liu
2025COLINGAwakening Augmented Generation: Learning to Awaken Internal Knowledge of Large Language Models for Question Answering.Huanxuan Liao, Shizhu He, Yao Xu, Yuanzhe Zhang, Shengping Liu, Kang Liu, Jun Zhao
2025COLINGFrom Chain to Tree: Refining Chain-like Rules into Tree-like Rules on Knowledge Graphs.Wangtao Sun, Shizhu He, Jun Zhao, Kang Liu
2025CVPREnhanced Contrastive Learning with Multi-view Longitudinal Data for Chest X-ray Report Generation.Kang Liu, Zhuoqi Ma, Xiaolu Kang, Yunan Li, Kun Xie, Zhicheng Jiao, Qiguang Miao
2025DACGeneralizable Lithographic Hotspot Detection Using Asynchronous Meta-Learning with Only One Shot.Cong Jiang, Yujia Wang, Dan Feng, Haoyu Yang, Kang Liu
2025DATELocation is All You Need: Efficient Lithographic Hotspot Detection Using Only Polygon Locations.Yujia Wang, Jiaxing Wang, Dan Feng, Yuzhe Ma, Kang Liu
2025EMNLPMotivGraph-SoIQ: Integrating Motivational Knowledge Graphs and Socratic Dialogue for Enhanced LLM Ideation.Xinping Lei, Tong Zhou, Yubo Chen, Kang Liu, Jun Zhao
2025EMNLPMultilingual Knowledge Graph Completion via Efficient Multilingual Knowledge Sharing.Cunli Mao, Xiaofei Gao, Ran Song, Shizhu He, Shengxiang Gao, Kang Liu, Zhengtao Yu
2025EMNLPKMatrix-2: A Comprehensive Heterogeneous Knowledge Collaborative Enhancement Toolkit for Large Language Model.Shun Wu, Di Wu, Wangtao Sun, Ziyang Huang, Xiaowei Yuan, Kun Luo, Xueyou Zhang, Shizhu He, Jun Zhao, Kang Liu
2025EMNLPWhy and How LLMs Benefit from Knowledge Introspection in Commonsense Reasoning.Chengfeng Zhao, Shizhu He, Shanshan Jiang, Bin Dong, Jun Zhao, Kang Liu
2025EMNLPM2Edit: Locate and Edit Multi-Granularity Knowledge in Multimodal Large Language Model.Yang Zhou, Pengfei Cao, Yubo Chen, Qingbin Liu, Dianbo Sui, Xi Chen, Kang Liu, Jun Zhao
2025GLOBECOMEfficient and Privacy-Preserving Collaborative Driving for Accurate Vehicle Positioning.ZhiQiang Ru, Kang Liu, Boyang Zhou, Siqin Tan, Yuan Zhang, Sheng Zhong
2025ICA3PPHT-DLC: A Data Layout and Computing Design for Logic-in-Memory Convolution with High Throughput.Ziyi Bo, Nuo Xu, Kang Liu, Anning Zhao, Chenghao Tan, Libo Huang
2025ICCVLocal Dense Logit Relations for Enhanced Knowledge Distillation.Liuchi Xu, Kang Liu, Jinshuai Liu, Lu Wang, Lisheng Xu, Jun Cheng
2025ICDEEnhancing Large Language Models with Pseudo-and Multisource-Knowledge Graphs for Open-ended Question Answering.Jiaxiang Liu, Tong Zhou, Yubo Chen, Jun Zhao, Kang Liu
2025ICLRKnowledge Localization: Mission Not Accomplished? Enter Query Localization!Yuheng Chen, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao
2025ICLRCapability Localization: Capabilities Can be Localized rather than Individual Knowledge.Xiusheng Huang, Jiaxiang Liu, Yequan Wang, Jun Zhao, Kang Liu
2025ICLRMIRAGE: Evaluating and Explaining Inductive Reasoning Process in Language Models.Jiachun Li, Pengfei Cao, Zhuoran Jin, Yubo Chen, Kang Liu, Jun Zhao
2025ICMLEnhancing Logits Distillation with Plug&Play Kendall's τ Ranking Loss.Yuchen Guan, Runxi Cheng, Kang Liu, Chun Yuan
2025IJCNNSelf-supervised scale and affine invariant network for image corner detection and description.Kang Liu, Yali Zhao, Jin Lu
2025INDINHierarchical-Controlled Robot Visual Navigation System Using Line Segment-based Perspective Mapping.Yifei Zhang, Kang Liu, Yefeng Yang, Wenyu Yang, Shiyuan Wang, Chih-Yung Wen
2024AAAIJourney to the Center of the Knowledge Neurons: Discoveries of Language-Independent Knowledge Neurons and Degenerate Knowledge Neurons.Yuheng Chen, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao
2024ACLCogMG: Collaborative Augmentation Between Large Language Model and Knowledge Graph.Tong Zhou, Yubo Chen, Kang Liu, Jun Zhao
2024ACLWilKE: Wise-Layer Knowledge Editor for Lifelong Knowledge Editing.Chenhui Hu, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao
2024ACLCutting Off the Head Ends the Conflict: A Mechanism for Interpreting and Mitigating Knowledge Conflicts in Language Models.Zhuoran Jin, Pengfei Cao, Hongbang Yuan, Yubo Chen, Jiexin Xu, Huaijun Li, Xiaojian Jiang, Kang Liu, Jun Zhao
2024ACLFocus on Your Question! Interpreting and Mitigating Toxic CoT Problems in Commonsense Reasoning.Jiachun Li, Pengfei Cao, Chenhao Wang, Zhuoran Jin, Yubo Chen, Daojian Zeng, Kang Liu, Jun Zhao
2024ACLTeaching Small Language Models to Reason for Knowledge-Intensive Multi-Hop Question Answering.Xiang Li, Shizhu He, Fangyu Lei, JunYang JunYang, Tianhuang Su, Kang Liu, Jun Zhao
2024ACLLandmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models.Kun Luo, Zheng Liu, Shitao Xiao, Tong Zhou, Yubo Chen, Jun Zhao, Kang Liu
2024ACLItD: Large Language Models Can Teach Themselves Induction through Deduction.Wangtao Sun, Haotian Xu, Xuanqing Yu, Pei Chen, Shizhu He, Jun Zhao, Kang Liu
2024ACLMULFE: A Multi-Level Benchmark for Free Text Model Editing.Chenhao Wang, Pengfei Cao, Zhuoran Jin, Yubo Chen, Daojian Zeng, Kang Liu, Jun Zhao
2024ACLDiscerning and Resolving Knowledge Conflicts through Adaptive Decoding with Contextual Information-Entropy Constraint.Xiaowei Yuan, Zhao Yang, Yequan Wang, Shengping Liu, Jun Zhao, Kang Liu
2024ACLONSEP: A Novel Online Neural-Symbolic Framework for Event Prediction Based on Large Language Model.Xuanqing Yu, Wangtao Sun, Jingwei Li, Kang Liu, Chengbao Liu, Jie Tan
2024ASPDACLOSSS-Logic Synthesis based on Several Stateful logic gates for high time-efficient computing.Yihong Hu, Nuo Xu, Chaochao Feng, Wei Tong, Kang Liu, Liang Fang
2024ASPDACAPPLE: An Explainer of ML Predictions on Circuit Layout at the Circuit-Element Level.Tao Zhang, Haoyu Yang, Kang Liu, Zhiyao Xie
2024CIKMDoes Knowledge Localization Hold True? Surprising Differences Between Entity and Relation Perspectives in Language Models.Yifan Wei, Xiaoyan Yu, Yixuan Weng, Huanhuan Ma, Yuanzhe Zhang, Jun Zhao, Kang Liu
2024COLINGNutFrame: Frame-based Conceptual Structure Induction with LLMs.Shaoru Guo, Yubo Chen, Kang Liu, Ru Li, Jun Zhao
2024COLINGZero-Shot Cross-Lingual Document-Level Event Causality Identification with Heterogeneous Graph Contrastive Transfer Learning.Zhitao He, Pengfei Cao, Zhuoran Jin, Yubo Chen, Kang Liu, Zhiqiang Zhang, Mengshu Sun, Jun Zhao
2024COLINGTug-of-War between Knowledge: Exploring and Resolving Knowledge Conflicts in Retrieval-Augmented Language Models.Zhuoran Jin, Pengfei Cao, Yubo Chen, Kang Liu, Xiaojian Jiang, Jiexin Xu, Qiuxia Li, Jun Zhao
2024COLINGMoDE-CoTD: Chain-of-Thought Distillation for Complex Reasoning Tasks with Mixture of Decoupled LoRA-Experts.Xiang Li, Shizhu He, Jiayu Wu, Zhao Yang, Yao Xu, Yang jun Jun, Haifeng Liu, Kang Liu, Jun Zhao
2024COLINGLeros: Learning Explicit Reasoning on Synthesized Data for Commonsense Question Answering.Chenhao Wang, Pengfei Cao, Jiachun Li, Yubo Chen, Kang Liu, Xiaojian Jiang, Jiexin Xu, Qiuxia Li, Jun Zhao
2024COLINGContinual Few-shot Event Detection via Hierarchical Augmentation Networks.Chenlong Zhang, Pengfei Cao, Yubo Chen, Kang Liu, Zhiqiang Zhang, Mengshu Sun, Jun Zhao
2024COLINGTowards Graph-hop Retrieval and Reasoning in Complex Question Answering over Textual Database.Minjun Zhu, Yixuan Weng, Shizhu He, Kang Liu, Haifeng Liu, Yang jun Jun, Jun Zhao
2024CVPREfficient Multi-Scale Network with Learnable Discrete Wavelet Transform for Blind Motion Deblurring.Xin Gao, Tianheng Qiu, Xinyu Zhang, Hanlin Bai, Kang Liu, Xuan Huang, Hu Wei, Guoying Zhang, Huaping Liu
2024DACCAMO: Correlation-Aware Mask Optimization with Modulated Reinforcement Learning.Xiaoxiao Liang, Haoyu Yang, Kang Liu, Bei Yu, Yuzhe Ma
2024ECCVBoosting Pose Estimators via Cross-Representation Distillation.Kang Liu, Zhendong Yang, Jingyun Zhang, Jun Wang, Shaoming Wang, Chun Yuan, Rizen Guo
2024EMNLPAgentsCourt: Building Judicial Decision-Making Agents with Court Debate Simulation and Legal Knowledge Augmentation.Zhitao He, Pengfei Cao, Chenhao Wang, Zhuoran Jin, Yubo Chen, Jiexin Xu, Huaijun Li, Kang Liu, Jun Zhao
2024EMNLPDA-Code: Agent Data Science Code Generation Benchmark for Large Language Models.Yiming Huang, Jianwen Luo, Yan Yu, Yitong Zhang, Fangyu Lei, Yifan Wei, Shizhu He, Lifu Huang, Xiao Liu, Jun Zhao, Kang Liu
2024EMNLPCommonsense Knowledge Editing Based on Free-Text in LLMs.Xiusheng Huang, Yequan Wang, Jun Zhao, Kang Liu
2024EMNLPOn the In-context Generation of Language Models.Zhongtao Jiang, Yuanzhe Zhang, Kun Luo, Xiaowei Yuan, Jun Zhao, Kang Liu
2024EMNLPABSEval: An Agent-based Framework for Script Evaluation.Sirui Liang, Baoli Zhang, Jun Zhao, Kang Liu
2024EMNLPLINKED: Eliciting, Filtering and Integrating Knowledge in Large Language Model for Commonsense Reasoning.Jiachun Li, Pengfei Cao, Chenhao Wang, Zhuoran Jin, Yubo Chen, Kang Liu, Xiaojian Jiang, Jiexin Xu, Jun Zhao
2024EMNLPLarge Language Models as Foundations for Next-Gen Dense Retrieval: A Comprehensive Empirical Assessment.Kun Luo, Minghao Qin, Zheng Liu, Shitao Xiao, Jun Zhao, Kang Liu
2024EMNLPUnlocking the Future: Exploring Look-Ahead Planning Mechanistic Interpretability in Large Language Models.Tianyi Men, Pengfei Cao, Zhuoran Jin, Yubo Chen, Kang Liu, Jun Zhao
2024EMNLPDoes Large Language Model Contain Task-Specific Neurons?Ran Song, Shizhu He, Shuting Jiang, Yantuan Xian, Shengxiang Gao, Kang Liu, Zhengtao Yu
2024EMNLPInstance-Level Dynamic LoRAs Composition for Cross-Task Generalization.Zhiqi Wang, Shizhu He, Kang Liu, Jun Zhao
2024EMNLPKMatrix: A Flexible Heterogeneous Knowledge Enhancement Toolkit for Large Language Model.Shun Wu, Di Wu, Kun Luo, Xueyou Zhang, Jun Zhao, Kang Liu
2024EMNLPGenerate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering.Yao Xu, Shizhu He, Jiabei Chen, Zihao Wang, Yangqiu Song, Hanghang Tong, Guang Liu, Jun Zhao, Kang Liu
2024EMNLPWhispers that Shake Foundations: Analyzing and Mitigating False Premise Hallucinations in Large Language Models.Hongbang Yuan, Pengfei Cao, Zhuoran Jin, Yubo Chen, Daojian Zeng, Kang Liu, Jun Zhao
2024EMNLPImproving Zero-shot LLM Re-Ranker with Risk Minimization.Xiaowei Yuan, Zhao Yang, Yequan Wang, Jun Zhao, Kang Liu
2024ICASSPUnsupervised Learning of Neural Semantic Mappings with the Hungarian Algorithm for Compositional Semantics.Xiang Zhang, Shizhu He, Kang Liu, Jun Zhao
2024ICLRSetCSE: Set Operations using Contrastive Learning of Sentence Embeddings.Kang Liu
2024ICLRMastering Symbolic Operations: Augmenting Language Models with Compiled Neural Networks.Yixuan Weng, Minjun Zhu, Fei Xia, Bin Li, Shizhu He, Kang Liu, Jun Zhao
2024ICMLDFD: Distilling the Feature Disparity Differently for Detectors.Kang Liu, Yingyi Zhang, Jingyun Zhang, Jinmin Li, Jun Wang, Shaoming Wang, Chun Yuan, Rizen Guo
2024IJCAIBoundary-aware Decoupled Flow Networks for Realistic Extreme Rescaling.Jinmin Li, Tao Dai, Jingyun Zhang, Kang Liu, Jun Wang, Shaoming Wang, Shu-Tao Xia, Rizen Guo
2024IJCAIOasis: Data Curation and Assessment System for Pretraining of Large Language Models.Tong Zhou, Yubo Chen, Pengfei Cao, Kang Liu, Shengping Liu, Jun Zhao
2024INDINParallelFarm: An AI-Enabled Sustainable Farming Management System for Carbon Neutrality.Gaoshan Bi, Yu Zhang, Qing Xue, Yang Li, Zhipeng Yuan, Kang Liu, Tong Liu, Po Yang
2024INDINFLARES: A Framework for Large-Scale Agent-Based Rapid Epidemic Simulation.Ruoling Peng, Kang Liu, Po Yang
2024INDINAdvancing Agricultural Decision-Making with A Multi-Dimensional Evaluation of Large Language Models for Sustainable Pest Management.Shanglong Yang, Zhipeng Yuan, Shunbao Li, Ruoling Peng, Kang Liu, Po Yang
2024IGARSSDiffusion-Based Generative Self-Supervised Model for Few-Shot PolSAR Image Classification.Kang Liu, Zuzheng Kuang, Shirou Jing, Haixia Bi, Yaochen Li, Chen Xu
2024KDDTSC: A Simple Two-Sided Constraint against Over-Smoothing.Furong Peng, Kang Liu, Xuan Lu, Yuhua Qian, HongRen Yan, Chao Ma
2024MDMDeciphering Human Mobility: Inferring Semantics of Trajectories with Large Language Models.Yuxiao Luo, Zhongcai Cao, Xin Jin, Kang Liu, Ling Yin
2024MICCAIStructural Entities Extraction and Patient Indications Incorporation for Chest X-Ray Report Generation.Kang Liu, Zhuoqi Ma, Xiaolu Kang, Zhusi Zhong, Zhicheng Jiao, Grayson Baird, Harrison X. Bai, Qiguang Miao
2023AAAIZero-Shot Cross-Lingual Event Argument Extraction with Language-Oriented Prefix-Tuning.Pengfei Cao, Zhuoran Jin, Yubo Chen, Kang Liu, Jun Zhao
2023AAAIEvent Process Typing via Hierarchical Optimal Transport.Bo Zhou, Yubo Chen, Kang Liu, Jun Zhao
2023ACLEventOA: An Event Ontology Alignment Benchmark Based on FrameNet and Wikidata.Shaoru Guo, Chenhao Wang, Yubo Chen, Kang Liu, Ru Li, Jun Zhao
2023ACLInterpreting Sentiment Composition with Latent Semantic Tree.Zhongtao Jiang, Yuanzhe Zhang, Cao Liu, Jiansong Chen, Jun Zhao, Kang Liu
2023ACLA Hierarchical Explanation Generation Method Based on Feature Interaction Detection.Yiming Ju, Yuanzhe Zhang, Kang Liu, Jun Zhao
2023ACLS3HQA: A Three-Stage Approach for Multi-hop Text-Table Hybrid Question Answering.Fangyu Lei, Xiang Li, Yifan Wei, Shizhu He, Yiming Huang, Jun Zhao, Kang Liu
2023ACLClass Lifelong Learning for Intent Detection via Structure Consolidation Networks.Qingbin Liu, Yanchao Hao, Xiaolong Liu, Bo Li, Dianbo Sui, Shizhu He, Kang Liu, Jun Zhao, Xi Chen, Ningyu Zhang, Jiaoyan Chen
2023ACLLearning with Partial Annotations for Event Detection.Jian Liu, Dianbo Sui, Kang Liu, Haoyan Liu, Zhe Zhao
2023ACLParaLS: Lexical Substitution via Pretrained Paraphraser.Jipeng Qiang, Kang Liu, Yun Li, Yunhao Yuan, Yi Zhu
2023ACLMultilingual Knowledge Graph Completion from Pretrained Language Models with Knowledge Constraints.Ran Song, Shizhu He, Shengxiang Gao, Li Cai, Kang Liu, Zhengtao Yu, Jun Zhao
2023ACLPrediction and Calibration: Complex Reasoning over Knowledge Graph with Bi-directional Directed Acyclic Graph Neural Network.Yao Xu, Shizhu He, Li Cai, Kang Liu, Jun Zhao
2023CoNLLOn the Effects of Structural Modeling for Neural Semantic Parsing.Xiang Zhang, Shizhu He, Kang Liu, Jun Zhao
2023EACLFind Parent then Label Children: A Two-stage Taxonomy Completion Method with Pre-trained Language Model.Fei Xia, Yixuan Weng, Shizhu He, Kang Liu, Jun Zhao
2023ECAIMultilingual Lexical Simplification via Paraphrase Generation.Kang Liu, Jipeng Qiang, Yun Li, Yunhao Yuan, Yi Zhu, Kaixun Hua
2023EMNLPEvent Ontology Completion with Hierarchical Structure Evolution Networks.Pengfei Cao, Yupu Hao, Yubo Chen, Kang Liu, Jiexin Xu, Huaijun Li, Xiaojian Jiang, Jun Zhao
2023EMNLPComplex Event Schema Induction with Knowledge-Enriched Diffusion Model.Yupu Hao, Pengfei Cao, Yubo Chen, Kang Liu, Jiexin Xu, Huaijun Li, Xiaojian Jiang, Jun Zhao
2023EMNLPLEGO: A Multi-agent Collaborative Framework with Role-playing and Iterative Feedback for Causality Explanation Generation.Zhitao He, Pengfei Cao, Yubo Chen, Kang Liu, Ruopeng Li, Mengshu Sun, Jun Zhao
2023EMNLPDiffusionSL: Sequence Labeling via Tag Diffusion Process.Ziyang Huang, Pengfei Cao, Jun Zhao, Kang Liu
2023EMNLPGenerative Calibration for In-context Learning.Zhongtao Jiang, Yuanzhe Zhang, Cao Liu, Jun Zhao, Kang Liu
2023EMNLPInstructoR: Instructing Unsupervised Conversational Dense Retrieval with Large Language Models.Zhuoran Jin, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao
2023EMNLPAlignment Precedes Fusion: Open-Vocabulary Named Entity Recognition as Context-Type Semantic Matching.Zhuoran Jin, Pengfei Cao, Zhitao He, Yubo Chen, Kang Liu, Jun Zhao
2023EMNLPChinese Lexical Substitution: Dataset and Method.Jipeng Qiang, Kang Liu, Ying Li, Yun Li, Yi Zhu, Yun-Hao Yuan, Xiaocheng Hu, Xiaoye Ouyang
2023EMNLPExpNote: Black-box Large Language Models are better Task Solvers with Experience Notebook.Wangtao Sun, Xuanqing Yu, Shizhu He, Jun Zhao, Kang Liu
2023EMNLPMenatQA: A New Dataset for Testing the Temporal Comprehension and Reasoning Abilities of Large Language Models.Yifan Wei, Yisong Su, Huanhuan Ma, Xiaoyan Yu, Fangyu Lei, Yuanzhe Zhang, Jun Zhao, Kang Liu
2023EMNLPLarge Language Models are Better Reasoners with Self-Verification.Yixuan Weng, Minjun Zhu, Fei Xia, Bin Li, Shizhu He, Shengping Liu, Bin Sun, Kang Liu, Jun Zhao
2023EMNLPQuery2Triple: Unified Query Encoding for Answering Diverse Complex Queries over Knowledge Graphs.Yao Xu, Shizhu He, Cunguang Wang, Li Cai, Kang Liu, Jun Zhao
2023EMNLPRepresentative Demonstration Selection for In-Context Learning with Two-Stage Determinantal Point Process.Zhao Yang, Yuanzhe Zhang, Dianbo Sui, Cao Liu, Jun Zhao, Kang Liu
2023EMNLPZhuJiu: A Multi-dimensional, Multi-faceted Chinese Benchmark for Large Language Models.Baoli Zhang, Haining Xie, Pengfan Du, Junhao Chen, Pengfei Cao, Yubo Chen, Shengping Liu, Kang Liu, Jun Zhao
2023GLOBECOMFBMS: Friendliness Balancing Based Multipath Scheduling for Differential Video Streaming.Ziheng Xu, Wei Quan, Mingyuan Liu, Nan Cheng, Xue Zhang, Kang Liu, Deyun Gao
2023ICASSPMeta++ Network for Few-Shot Aerospace Crack Segmentation.Chengyuan Xu, Kang Liu, Xuelong Li
2023ICASSPLearning to Build Reasoning Chains by Reliable Path Retrieval.Minjun Zhu, Yixuan Weng, Shizhu He, Cunguang Wang, Kang Liu, Li Cai, Jun Zhao
2023ICCDAccelerating Persistent Hash Indexes via Reducing Negative Searches.Renzhi Xiao, Hong Jiang, Dan Feng, Yuchong Hu, Wei Tong, Kang Liu, Yucheng Zhang, Xueliang Wei, Zhengtao Li
2023ICONIPBloomfilter-Based Practical Kernelization Algorithms for Minimum Satisfiability.Chao Xu, Liting Dai, Kang Liu
2023IJCNLPMulti-Target Semantic Parsing with Collaborative Deliberation Network.Xiang Li, Fangyu Lei, Shizhu He, Kang Liu, Jun Zhao
2023INDINAutomatic Generation of Visual Concept-based Explanations for Pest Recognition.Zhipeng Yuan, Kang Liu, Shunbao Li, Po Yang
2022ACLIncremental Intent Detection for Medical Domain with Contrast Replay Networks.Guirong Bai, Shizhu He, Kang Liu, Jun Zhao
2022ACLLogic Traps in Evaluating Attribution Scores.Yiming Ju, Yuanzhe Zhang, Zhao Yang, Zhongtao Jiang, Kang Liu, Jun Zhao
2022ACLLeveraging Explicit Lexico-logical Alignments in Text-to-SQL Parsing.Runxin Sun, Shizhu He, Chong Zhu, Yaohan He, Jinlong Li, Jun Zhao, Kang Liu
2022CIKMPEMP: Leveraging Physics Properties to Enhance Molecular Property Prediction.Yuancheng Sun, Yimeng Chen, Weizhi Ma, Wenhao Huang, Kang Liu, Zhiming Ma, Wei-Ying Ma, Yanyan Lan
2022COLINGCASIA@SMM4H'22: A Uniform Health Information Mining System for Multilingual Social Media Texts.Jia Fu, Sirui Li, Hui Ming Yuan, Zhucong Li, Zhen Gan, Yubo Chen, Kang Liu, Jun Zhao, Shengping Liu
2022COLINGDocument-Level Relation Extraction via Pair-Aware and Entity-Enhanced Representation Learning.Xiusheng Huang, Hang Yang, Yubo Chen, Jun Zhao, Kang Liu, Weijian Sun, Zuyu Zhao
2022COLINGCMQA: A Dataset of Conditional Question Answering with Multiple-Span Answers.Yiming Ju, Weikang Wang, Yuanzhe Zhang, Suncong Zheng, Kang Liu, Jun Zhao
2022COLINGAnswering Numerical Reasoning Questions in Table-Text Hybrid Contents with Graph-based Encoder and Tree-based Decoder.Fangyu Lei, Shizhu He, Xiang Li, Jun Zhao, Kang Liu
2022COLINGDecoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts.Ran Song, Shizhu He, Suncong Zheng, Shengxiang Gao, Kang Liu, Zhengtao Yu, Jun Zhao
2022COLINGGenerating Temporally-ordered Event Sequences via Event Optimal Transport.Bo Zhou, Yubo Chen, Kang Liu, Jun Zhao, Jiexin Xu, Xiaojian Jiang, Qiuxia Li
2022COLINGAugmentation, Retrieval, Generation: Event Sequence Prediction with a Three-Stage Sequence-to-Sequence Approach.Bo Zhou, Chenhao Wang, Yubo Chen, Kang Liu, Jun Zhao, Jiexin Xu, Xiaojian Jiang, Qiuxia Li
2022CSCWDPOI Recommendation Algorithm based on Region Transfer Collaborative Filtering.Kang Liu, Wenguang Zheng, Yingyuan Xiao, Xingyu Zhai
2022CSCWDPoint-of-Interest Recommendation System based on DeepWalk and Tensor Decomposition.Xingyu Zhai, Wenguang Zheng, Yingyuan Xiao, Kang Liu
2022EMNLPA Good Neighbor, A Found Treasure: Mining Treasured Neighbors for Knowledge Graph Entity Typing.Zhuoran Jin, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao
2022EMNLPCogKTR: A Knowledge-Enhanced Text Representation Toolkit for Natural Language Understanding.Zhuoran Jin, Tianyi Men, Hongbang Yuan, Yuyang Zhou, Pengfei Cao, Yubo Chen, Zhipeng Xue, Kang Liu, Jun Zhao
2022EMNLPCN-AutoMIC: Distilling Chinese Commonsense Knowledge from Pretrained Language Models.Chenhao Wang, Jiachun Li, Yubo Chen, Kang Liu, Jun Zhao
2022EMNLPMedConQA: Medical Conversational Question Answering System based on Knowledge Graphs.Fei Xia, Bin Li, Yixuan Weng, Shizhu He, Kang Liu, Bin Sun, Shutao Li, Jun Zhao
2022HPSRRPQ: Resilient-Priority Queue Scheduling for Delay-Sensitive Applications.Xinqiao Li, Mingyuan Liu, Nan Cheng, Kang Liu, Wei Quan, Liang Guo, Yajuan Qin
2022INFOCOMDRL-Based Fountain Codes for Concurrent Multipath Transfer in 6G Networks.Chengxiao Yu, Wei Quan, Kang Liu, Mingyuan Liu, Ziheng Xu, Hongke Zhang
2021AAAISubverting Privacy-Preserving GANs: Hiding Secrets in Sanitized Images.Kang Liu, Benjamin Tan, Siddharth Garg
2021ACLKnowledge-Enriched Event Causality Identification via Latent Structure Induction Networks.Pengfei Cao, Xinyu Zuo, Yubo Chen, Kang Liu, Jun Zhao, Yuguang Chen, Weihua Peng
2021ACLAlignment Rationale for Natural Language Inference.Zhongtao Jiang, Yuanzhe Zhang, Zhao Yang, Jun Zhao, Kang Liu
2021ACLA Large-Scale Chinese Multimodal NER Dataset with Speech Clues.Dianbo Sui, Zhengkun Tian, Yubo Chen, Kang Liu, Jun Zhao
2021ACLDocument-level Event Extraction via Parallel Prediction Networks.Hang Yang, Dianbo Sui, Yubo Chen, Kang Liu, Jun Zhao, Taifeng Wang
2021ACLAutomatic ICD Coding via Interactive Shared Representation Networks with Self-distillation Mechanism.Tong Zhou, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao, Kun Niu, Weifeng Chong, Shengping Liu
2021ACLLearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification.Xinyu Zuo, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao, Weihua Peng, Yuguang Chen
2021ACLImproving Event Causality Identification via Self-Supervised Representation Learning on External Causal Statement.Xinyu Zuo, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao, Weihua Peng, Yuguang Chen
2021ASPDACAttacking a CNN-based Layout Hotspot Detector Using Group Gradient Method.Haoyu Yang, Shifan Zhang, Kang Liu, Siting Liu, Benjamin Tan, Ramesh Karri, Siddharth Garg, Bei Yu, Evangeline F. Y. Young
2021CCSNNoculation: Catching BadNets in the Wild.Akshaj Kumar Veldanda, Kang Liu, Benjamin Tan, Prashanth Krishnamurthy, Farshad Khorrami, Ramesh Karri, Brendan Dolan-Gavitt, Siddharth Garg
2021CIKMUncertainty-Aware Self-Training for Semi-Supervised Event Temporal Relation Extraction.Pengfei Cao, Xinyu Zuo, Yubo Chen, Kang Liu, Jun Zhao, Wei Bi
2021CIKMMulti-Sentence Argument Linking via An Event-Aware Hierarchical Encoder.Hang Yang, Yubo Chen, Kang Liu, Jun Zhao, Taifeng Wang
2021CIKMMulti-Task Self-Supervised Learning for Script Event Prediction.Bo Zhou, Yubo Chen, Kang Liu, Jun Zhao, Jiexin Xu, Xiaojian Jiang, Jinlong Li
2021EACLProbing into the Root: A Dataset for Reason Extraction of Structural Events from Financial Documents.Pei Chen, Kang Liu, Yubo Chen, Taifeng Wang, Jun Zhao
2021EMNLPUncertain Local-to-Global Networks for Document-Level Event Factuality Identification.Pengfei Cao, Yubo Chen, Yuqing Yang, Kang Liu, Jun Zhao
2021EMNLPEnhancing Multiple-choice Machine Reading Comprehension by Punishing Illogical Interpretations.Yiming Ju, Yuanzhe Zhang, Zhixing Tian, Kang Liu, Xiaohuan Cao, Wenting Zhao, Jinlong Li, Jun Zhao
2021EMNLPDomain-Lifelong Learning for Dialogue State Tracking via Knowledge Preservation Networks.Qingbin Liu, Pengfei Cao, Cao Liu, Jiansong Chen, Xunliang Cai, Fan Yang, Shizhu He, Kang Liu, Jun Zhao
2021EMNLPDistantly Supervised Relation Extraction in Federated Settings.Dianbo Sui, Yubo Chen, Kang Liu, Jun Zhao
2021EMNLPSet Generation Networks for End-to-End Knowledge Base Population.Dianbo Sui, Chenhao Wang, Yubo Chen, Kang Liu, Jun Zhao, Wei Bi
2021EMNLPBiomedical Concept Normalization by Leveraging Hypernyms.Cheng Yan, Yuanzhe Zhang, Kang Liu, Jun Zhao, Yafei Shi, Shengping Liu
2021EMNLPCroAno : A Crowd Annotation Platform for Improving Label Consistency of Chinese NER Dataset.Baoli Zhang, Zhucong Li, Zhen Gan, Yubo Chen, Jing Wan, Kang Liu, Jun Zhao, Shengping Liu, Yafei Shi
2021IECONAn Isolated High Step-Up Three Switch Quasi-Z-Source DC-DC Converter.Kang Liu, Xiaoquan Zhu, Kaiwen Ye, Liming Jiang
2020AAAICapturing Sentence Relations for Answer Sentence Selection with Multi-Perspective Graph Encoding.Zhixing Tian, Yuanzhe Zhang, Xinwei Feng, Wenbin Jiang, Yajuan Lyu, Kang Liu, Jun Zhao
2020ACLHyperCore: Hyperbolic and Co-graph Representation for Automatic ICD Coding.Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao, Shengping Liu, Weifeng Chong
2020ACLClinical-Coder: Assigning Interpretable ICD-10 Codes to Chinese Clinical Notes.Pengfei Cao, Chenwei Yan, Xiangling Fu, Yubo Chen, Kang Liu, Jun Zhao, Shengping Liu, Weifeng Chong
2020ACLMIE: A Medical Information Extractor towards Medical Dialogues.Yuanzhe Zhang, Zhongtao Jiang, Tao Zhang, Shiwan Liu, Jiarun Cao, Kang Liu, Shengping Liu, Jun Zhao
2020ACLConnecting Embeddings for Knowledge Graph Entity Typing.Yu Zhao, Anxiang Zhang, Ruobing Xie, Kang Liu, Xiaojie Wang
2020COLINGPre-trained Language Model Based Active Learning for Sentence Matching.Guirong Bai, Shizhu He, Kang Liu, Jun Zhao, Zaiqing Nie
2020COLINGGraph-Based Knowledge Integration for Question Answering over Dialogue.Jian Liu, Dianbo Sui, Kang Liu, Jun Zhao
2020COLINGKnowDis: Knowledge Enhanced Data Augmentation for Event Causality Detection via Distant Supervision.Xinyu Zuo, Yubo Chen, Kang Liu, Jun Zhao
2020DATEPoisoning the (Data) Well in ML-Based CAD: A Case Study of Hiding Lithographic Hotspots.Kang Liu, Benjamin Tan, Ramesh Karri, Siddharth Garg
2020EMNLPHow Does Context Matter? On the Robustness of Event Detection with Context-Selective Mask Generalization.Jian Liu, Yubo Chen, Kang Liu, Yantao Jia, Zhicheng Sheng
2020EMNLPEvent Extraction as Machine Reading Comprehension.Jian Liu, Yubo Chen, Kang Liu, Wei Bi, Xiaojiang Liu
2020EMNLPScene Restoring for Narrative Machine Reading Comprehension.Zhixing Tian, Yuanzhe Zhang, Kang Liu, Jun Zhao, Yantao Jia, Zhicheng Sheng
2020IJCNLPReconstructing Event Regions for Event Extraction via Graph Attention Networks.Pei Chen, Hang Yang, Kang Liu, Ruihong Huang, Yubo Chen, Taifeng Wang, Jun Zhao
2020IGARSSInterrupted FMCW SAR Imaging via Sparse Reconstruction.Kang Liu, Weidong Yu
2019AAAILearning to Align Question and Answer Utterances in Customer Service Conversation with Recurrent Pointer Networks.Shizhu He, Kang Liu, Weiting An
2019AAAIExploiting the Ground-Truth: An Adversarial Imitation Based Knowledge Distillation Approach for Event Detection.Jian Liu, Yubo Chen, Kang Liu
2019ACLVocabulary Pyramid Network: Multi-Pass Encoding and Decoding with Multi-Level Vocabularies for Response Generation.Cao Liu, Shizhu He, Kang Liu, Jun Zhao
2019ACLAdaNSP: Uncertainty-driven Adaptive Decoding in Neural Semantic Parsing.Xiang Zhang, Shizhu He, Kang Liu, Jun Zhao
2019CoNLLIncorporating Interlocutor-Aware Context into Response Generation on Multi-Party Chatbots.Cao Liu, Kang Liu, Shizhu He, Zaiqing Nie, Jun Zhao
2019DACBuilding Robust Machine Learning Systems: Current Progress, Research Challenges, and Opportunities.Jeff Jun Zhang, Kang Liu, Faiq Khalid, Muhammad Abdullah Hanif, Semeen Rehman, Theocharis Theocharides, Alessandro Artussi, Muhammad Shafique, Siddharth Garg
2019DASCMany-to-Many Collaborator Recommendation Based on Matching Markets Theory.Xiangjie Kong, Linyan Wen, Jing Ren, Mingliang Hou, Minghao Zhang, Kang Liu, Feng Xia
2019EMNLPNeural Cross-Lingual Event Detection with Minimal Parallel Resources.Jian Liu, Yubo Chen, Kang Liu, Jun Zhao
2019EMNLPGenerating Questions for Knowledge Bases via Incorporating Diversified Contexts and Answer-Aware Loss.Cao Liu, Kang Liu, Shizhu He, Zaiqing Nie, Jun Zhao
2019EMNLPMachine Reading Comprehension Using Structural Knowledge Graph-aware Network.Delai Qiu, Yuanzhe Zhang, Xinwei Feng, Xiangwen Liao, Wenbin Jiang, Yajuan Lyu, Kang Liu, Jun Zhao
2019EMNLPLeverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network.Dianbo Sui, Yubo Chen, Kang Liu, Jun Zhao, Shengping Liu
2019EMNLPLearning the Extraction Order of Multiple Relational Facts in a Sentence with Reinforcement Learning.Xiangrong Zeng, Shizhu He, Daojian Zeng, Kang Liu, Shengping Liu, Jun Zhao
2019ICTIRUnsupervised Story Comprehension with Hierarchical Encoder-Decoder.Bingning Wang, Ting Yao, Qi Zhang, Jingfang Xu, Kang Liu, Zhixing Tian, Jun Zhao
2019ISPAPerishable Digital Goods Trading Mechanism for Blockchain- Based Vehicular Network.Rui Xi, Kang Liu, Shuo Liu, Wuhui Chen, Shenghui Li
2018AAAIEvent Detection via Gated Multilingual Attention Mechanism.Jian Liu, Yubo Chen, Kang Liu, Jun Zhao
2018AAAILarge Scaled Relation Extraction With Reinforcement Learning.Xiangrong Zeng, Shizhu He, Kang Liu, Jun Zhao
2018ACLExtracting Relational Facts by an End-to-End Neural Model with Copy Mechanism.Xiangrong Zeng, Daojian Zeng, Shizhu He, Kang Liu, Jun Zhao
2018ACLDCFEE: A Document-level Chinese Financial Event Extraction System based on Automatically Labeled Training Data.Hang Yang, Yubo Chen, Kang Liu, Yang Xiao, Jun Zhao
2018CIKMDeep Semantic Hashing with Multi-Adversarial Training.Bingning Wang, Kang Liu, Jun Zhao
2018COLINGPattern-revising Enhanced Simple Question Answering over Knowledge Bases.Yanchao Hao, Hao Liu, Shizhu He, Kang Liu, Jun Zhao
2018DSNLocalizing Function Errors in Mobile Apps with User Reviews.Le Yu, Jiachi Chen, Hao Zhou, Xiapu Luo, Kang Liu
2018EMNLPCollective Event Detection via a Hierarchical and Bias Tagging Networks with Gated Multi-level Attention Mechanisms.Yubo Chen, Hang Yang, Kang Liu, Jun Zhao, Yantao Jia
2018EMNLPAdversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism.Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao, Shengping Liu
2018IJCAICurriculum Learning for Natural Answer Generation.Cao Liu, Shizhu He, Kang Liu, Jun Zhao
2018ICRAA Monocular SLAM System Leveraging Structural Regularity in Manhattan World.Haoang Li, Jian Yao, Jean-Charles Bazin, Xiaohu Lu, Yazhou Xing, Kang Liu
2017AAAIDistant Supervision for Relation Extraction with Sentence-Level Attention and Entity Descriptions.Guoliang Ji, Kang Liu, Shizhu He, Jun Zhao
2017ACLAutomatically Labeled Data Generation for Large Scale Event Extraction.Yubo Chen, Shulin Liu, Xiang Zhang, Kang Liu, Jun Zhao
2017ACLAn End-to-End Model for Question Answering over Knowledge Base with Cross-Attention Combining Global Knowledge.Yanchao Hao, Yuanzhe Zhang, Kang Liu, Shizhu He, Zhanyi Liu, Hua Wu, Jun Zhao
2017ACLGenerating Natural Answers by Incorporating Copying and Retrieving Mechanisms in Sequence-to-Sequence Learning.Shizhu He, Cao Liu, Kang Liu, Jun Zhao
2017ACLExploiting Argument Information to Improve Event Detection via Supervised Attention Mechanisms.Shulin Liu, Yubo Chen, Kang Liu, Jun Zhao
2017ACLHandling Cold-Start Problem in Review Spam Detection by Jointly Embedding Texts and Behaviors.Xuepeng Wang, Kang Liu, Jun Zhao
2017EACLWhich is the Effective Way for Gaokao: Information Retrieval or Neural Networks?Shangmin Guo, Xiangrong Zeng, Shizhu He, Kang Liu, Jun Zhao
2017IJCAIConditional Generative Adversarial Networks for Commonsense Machine Comprehension.Bingning Wang, Kang Liu, Jun Zhao
2017IJCNLPIJCNLP-2017 Task 5: Multi-choice Question Answering in Examinations.Shangmin Guo, Kang Liu, Shizhu He, Cao Liu, Jun Zhao, Zhuoyu Wei
2016AAAIKnowledge Graph Completion with Adaptive Sparse Transfer Matrix.Guoliang Ji, Kang Liu, Shizhu He, Jun Zhao
2016AAAIA Probabilistic Soft Logic Based Approach to Exploiting Latent and Global Information in Event Classification.Shulin Liu, Kang Liu, Shizhu He, Jun Zhao
2016AAAIA Joint Model for Question Answering over Multiple Knowledge Bases.Yuanzhe Zhang, Shizhu He, Kang Liu, Jun Zhao
2016ACLLeveraging FrameNet to Improve Automatic Event Detection.Shulin Liu, Yubo Chen, Shizhu He, Kang Liu, Jun Zhao
2016ACLInner Attention based Recurrent Neural Networks for Answer Selection.Bingning Wang, Kang Liu, Jun Zhao
2016DASFAATriangle-Based Representative Possible Worlds of Uncertain Graphs.Shaoying Song, Zhaonian Zou, Kang Liu
2016EMNLPLearning to Represent Review with Tensor Decomposition for Spam Detection.Xuepeng Wang, Kang Liu, Shizhu He, Jun Zhao
2016EMNLPMining Inference Formulas by Goal-Directed Random Walks.Zhuoyu Wei, Jun Zhao, Kang Liu
2016IJCAIEmploying External Rich Knowledge for Machine Comprehension.Bingning Wang, Shangmin Guo, Kang Liu, Shizhu He, Jun Zhao
2016IGARSSNew results about quantum scattering characteristics of typical targets.Kang Liu, Yanwen Jiang, Xiang Li, Yongqiang Cheng, Yuliang Qin
2015AAAIRecurrent Convolutional Neural Networks for Text Classification.Siwei Lai, Liheng Xu, Kang Liu, Jun Zhao
2015ACLEvent Extraction via Dynamic Multi-Pooling Convolutional Neural Networks.Yubo Chen, Liheng Xu, Kang Liu, Daojian Zeng, Jun Zhao
2015ACLKnowledge Graph Embedding via Dynamic Mapping Matrix.Guoliang Ji, Shizhu He, Liheng Xu, Kang Liu, Jun Zhao
2015ACLSentiment-Aspect Extraction based on Restricted Boltzmann Machines.Linlin Wang, Kang Liu, Zhu Cao, Jun Zhao, Gerard de Melo
2015CIKMLearning to Represent Knowledge Graphs with Gaussian Embedding.Shizhu He, Kang Liu, Guoliang Ji, Jun Zhao
2015CIKMLarge-scale Knowledge Base Completion: Inferring via Grounding Network Sampling over Selected Instances.Zhuoyu Wei, Jun Zhao, Kang Liu, Zhenyu Qi, Zhengya Sun, Guanhua Tian
2015EMNLPDistant Supervision for Relation Extraction via Piecewise Convolutional Neural Networks.Daojian Zeng, Kang Liu, Yubo Chen, Jun Zhao
2015ISKEA Survey on Gaze Estimation.Xiaomeng Wang, Kang Liu, Xu Qian
2014ACLExtracting Opinion Targets and Opinion Words from Online Reviews with Graph Co-ranking.Kang Liu, Liheng Xu, Jun Zhao
2014ACLProduct Feature Mining: Semantic Clues versus Syntactic Constituents.Liheng Xu, Kang Liu, Siwei Lai, Jun Zhao
2014COLINGExploring Fine-grained Entity Type Constraints for Distantly Supervised Relation Extraction.Yang Liu, Kang Liu, Liheng Xu, Jun Zhao
2014COLINGJoint Opinion Relation Detection Using One-Class Deep Neural Network.Liheng Xu, Kang Liu, Jun Zhao
2014COLINGRelation Classification via Convolutional Deep Neural Network.Daojian Zeng, Kang Liu, Siwei Lai, Guangyou Zhou, Jun Zhao
2014EMNLPQuestion Answering over Linked Data Using First-order Logic.Shizhu He, Kang Liu, Yuanzhe Zhang, Liheng Xu, Jun Zhao
2013ACLSyntactic Patterns versus Word Alignment: Extracting Opinion Targets from Online Reviews.Kang Liu, Liheng Xu, Jun Zhao
2013ACLMining Opinion Words and Opinion Targets in a Two-Stage Framework.Liheng Xu, Kang Liu, Siwei Lai, Yubo Chen, Jun Zhao
2013IJCAIOpinion Target Extraction Using Partially-Supervised Word Alignment Model.Kang Liu, Heng Li Xu, Yang Liu, Jun Zhao
2013IJCAICross Lingual Entity Linking with Bilingual Topic Model.Tao Zhang, Kang Liu, Jun Zhao
2013IJCNLPA Weakly Supervised Bayesian Model for Violence Detection in Social Media.Amparo Elizabeth Cano Basave, Yulan He, Kang Liu, Jun Zhao
2013IJCNLPAttribute Relation Extraction from Template-inconsistent Semi-structured Text by Leveraging Site-level Knowledge.Yang Liu, Fang Liu, Siwei Lai, Kang Liu, Guangyou Zhou, Jun Zhao
2012CIKMExploring the existing category hierarchy to automatically label the newly-arising topics in cQA.Guangyou Zhou, Li Cai, Kang Liu, Jun Zhao
2012CIKMTopic-sensitive probabilistic model for expert finding in question answer communities.Guangyou Zhou, Siwei Lai, Kang Liu, Jun Zhao
2012CIKMJoint relevance and answer quality learning for question routing in community QA.Guangyou Zhou, Kang Liu, Jun Zhao
2012COLINGExploiting Bilingual Translation for Question Retrieval in Community-Based Question Answering.Guangyou Zhou, Kang Liu, Jun Zhao
2012EMNLPOpinion Target Extraction Using Word-Based Translation Model.Kang Liu, Liheng Xu, Jun Zhao
2011ACLPhrase-Based Translation Model for Question Retrieval in Community Question Answer Archives.Guangyou Zhou, Li Cai, Jun Zhao, Kang Liu
2011ACLExploiting Web-Derived Selectional Preference to Improve Statistical Dependency Parsing.Guangyou Zhou, Jun Zhao, Kang Liu, Li Cai
2011CIKMLarge-scale question classification in cQA by leveraging Wikipedia semantic knowledge.Li Cai, Guangyou Zhou, Kang Liu, Jun Zhao
2011IJCNLPLearning the Latent Topics for Question Retrieval in Community QA.Li Cai, Guangyou Zhou, Kang Liu, Jun Zhao
2011IJCNLPImproving Dependency Parsing with Fined-Grained Features.Guangyou Zhou, Li Cai, Kang Liu, Jun Zhao
2010IGARSSBuilding height extraction via a deterministic approach using a TerraSAR-X data stack.Kang Liu, Timo Balz, Mingsheng Liao
2009ACLA Chinese-English Organization Name Translation System Using Heuristic Web Mining and Asymmetric Alignment.Fan Yang, Jun Zhao, Kang Liu
2009CAIPMinimized Database of Unit Selection in Visual Speech Synthesis without Loss of Naturalness.Kang Liu, Jrn Ostermann
2009CIKMCross-domain sentiment classification using a two-stage method.Kang Liu, Jun Zhao
2008ACLChinese-English Backward Transliteration Assisted with Mining Monolingual Web Pages.Fan Yang, Jun Zhao, Bo Zou, Kang Liu, Feifan Liu
2008EMNLPAdding Redundant Features for CRFs-based Sentence Sentiment Classification.Jun Zhao, Kang Liu, Gen Wang
2008InterspeechRealistic facial animation system for interactive services.Kang Liu, Jrn Ostermann
2006ICASSPParameterization of Mouth Images by LLE and PCA for Image-Based Facial Animation.Kang Liu, Axel Weissenfeld, Jrn Ostermann