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Kang Liu

AWeCita: Generating Answer with Appropriate and Well-grained Citations Using LLMs
2024 · Suifeng Zhao, Tong Zhou, et al. · Data Intelligence · 2
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SR-KI: Scalable and Real-Time Knowledge Integration into LLMs via Supervised Attention
2026 · Bohan Yu, Wei Huang, et al. · Proceedings of the AAAI Conference on Artificial Intelligence
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From Signal Degradation to Computation Collapse: Uncovering the Two Failure Modes of LLM Quantization
2026 · Chenxi Zhou, Pengfei Cao, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
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Theory-optimal Quantization Based on Flatness
2026 · Xiusheng Huang, Zhe Li, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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NEAT: Neuron-Based Early Exit for Large Reasoning Models
2026 · Kang Liu, YongKang Liu, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
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Spectral Disentanglement: Rank-Aware Task Adaptation for Rehearsal-free Continual Learning in LLMs
2026 · Huanxuan Liao, Shizhu He, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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Towards Explainable Diagnosis: A Self-learned Explanatory Knowledge Base Approach
2026 · Dongqi Huang, Tong Zhou, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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Harmonizing the Past, Present, and Future: A Null-Space Constrained Region-Specific Method for Continual Learning in LLMs
2026 · Jinhui Chen, Shizhu He, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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Efficient Prior-Guided Reasoning for Robust Retrieval-Augmented Generation under Conflicts
2026 · Xiaowei Yuan, Ziyang Huang, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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Hetero-Designer: Automated Design of Multi-Agent Systems with Heterogeneous LLMs
2026 · Zhiheng Zhang, Yuanzhe Zhang, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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Break Through the Compression Bottleneck: From Theory to Practice
2026 · Xiusheng Huang, Lu Wang, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
Task-Stratified Knowledge Scaling Laws for Post-Training Quantized Large Language Models
2026 · Chenxi Zhou, Pengfei Cao, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
Look Light, Think Heavy: What Multimodal Chain-of-Thought Reasoning Can and Cannot Do
2026 · Zhuoran Jin, Kejian Zhu, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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Beyond the Context Window: Scaling Agentic RL via End-to-end Optimized Context Compression
2026 · Miao Lu, Weiwei Sun, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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Empowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task Planning
2026 · Tianyi Men, Zhuoran Jin, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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Outcome-Grounded Advantage Reshaping for Fine-Grained Credit Assignment in Mathematical Reasoning
2026 · Ziheng Li, Liu Kang, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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Reinforcing Agentic Search Via Reward Density Optimization
2026 · Kun Luo, Hongjin Qian, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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Shuttle Between Symbolic Instructions and Neural Parameters of Large Language Models
2026 · Wangtao Sun, Haotian Xu, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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LANTERN in the Event Stream: Training-Free Temporal Knowledge Graph Forecasting by Balancing Inertia and Shifts
2026 · Chengyuan Jin, Ao Chang, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
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Lightweight Haar Wavelet Subband Pruning for LLMs
2026 · Jiang Li, Pengfei Cao, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
Pushing the Limits of LLM Tool Calling via Experiential Knowledge Integration and Activation
2026 · Yupu Hao, Zhuoran Jin, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
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Learning How to Remember: A Meta-Cognitive Management Method for Structured and Transferable Agent Memory
2026 · Sirui Liang, Pengfei Cao, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
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SemEval-2026 Task 12: Abductive Event Reasoning: Towards Real-World Event Causal Inference for Large Language Models
2026 · Pengfei Cao, Mingxuan Yang, et al. · International Workshop on Semantic Evaluation (SemEval)
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Works count: 23
Citation count: 2
H-index: 1
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