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Heming Xia

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

23

Venues

4

Active years

2022–2026

Best venue rank

A*

Where they publish

Papers

23 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLFrom Query to Logic: Ontology-Driven Multi-Hop Reasoning in LLMs.Haonan Bian, Yutao Qi, Rui Yang, Yuanxi Che, Jiaqian Wang, Heming Xia, Ranran Zhen
2026ACLFinding RELIEF: Shaping Reasoning Behavior without Reasoning Supervision via Belief Engineering.Chak Tou Leong, Dingwei Chen, Heming Xia, Qingyu Yin, Sunbowen Lee, Jian Wang, Wenjie Li
2026ACLHAUNTATTACK: When Attack Follows Reasoning as a Shadow.Jingyuan Ma, Rui Li, Zheng Li, Junfeng Liu, Heming Xia, Lei Sha, Zhifang Sui
2026ACLMerlin's Whisper: Enabling Efficient Reasoning in Large Language Models via Black-box Persuasive Prompting.Heming Xia, Cunxiao Du, Rui Li, Chak Tou Leong, Yongqi Li, Wenjie Li
2026EACLKNN-SSD: Enabling Dynamic Self-Speculative Decoding via Nearest Neighbor Layer Set Optimization.Mingbo Song, Heming Xia, Jun Zhang, Chak Tou Leong, Qiancheng Xu, Wenjie Li, Sujian Li
2025ACLHow Far are LLMs from Being Our Digital Twins? A Benchmark for Persona-Based Behavior Chain Simulation.Rui Li, Heming Xia, Xinfeng Yuan, Qingxiu Dong, Lei Sha, Wenjie Li, Zhifang Sui
2025ACLTowards Harmonized Uncertainty Estimation for Large Language Models.Rui Li, Jing Long, Muge Qi, Heming Xia, Lei Sha, Peiyi Wang, Zhifang Sui
2025ACLPEToolLLM: Towards Personalized Tool Learning in Large Language Models.Qiancheng Xu, Yongqi Li, Heming Xia, Fan Liu, Min Yang, Wenjie Li
2025EMNLPSpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning.Yicheng Ji, Jun Zhang, Heming Xia, Jinpeng Chen, Lidan Shou, Gang Chen, Huan Li
2025EMNLPBeyond Single Frames: Can LMMs Comprehend Implicit Narratives in Comic Strip?Xiaochen Wang, Heming Xia, Jialin Song, Longyu Guan, Qingxiu Dong, Rui Li, Yixin Yang, Yifan Pu, Weiyao Luo, Yiru Wang, Xiangdi Meng, Wenjie Li, Zhifang Sui
2025EMNLPTokenSkip: Controllable Chain-of-Thought Compression in LLMs.Heming Xia, Chak Tou Leong, Wenjie Wang, Yongqi Li, Wenjie Li
2025ICLRSWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration.Heming Xia, Yongqi Li, Jun Zhang, Cunxiao Du, Wenjie Li
2024ACLUnlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding.Heming Xia, Zhe Yang, Qingxiu Dong, Peiyi Wang, Yongqi Li, Tao Ge, Tianyu Liu, Wenjie Li, Zhifang Sui
2024ACLCan Large Multimodal Models Uncover Deep Semantics Behind Images?Yixin Yang, Zheng Li, Qingxiu Dong, Heming Xia, Zhifang Sui
2024EMNLPAppBench: Planning of Multiple APIs from Various APPs for Complex User Instruction.Hongru Wang, Rui Wang, Boyang Xue, Heming Xia, Jingtao Cao, Zeming Liu, Jeff Z. Pan, Kam-Fai Wong
2024EMNLPA Survey on In-context Learning.Qingxiu Dong, Lei Li, Damai Dai, Ce Zheng, Jingyuan Ma, Rui Li, Heming Xia, Jingjing Xu, Zhiyong Wu, Baobao Chang, Xu Sun, Lei Li, Zhifang Sui
2024EMNLPTaking a Deep Breath: Enhancing Language Modeling of Large Language Models with Sentinel Tokens.Weiyao Luo, Suncong Zheng, Heming Xia, Weikang Wang, Yan Lei, Tianyu Liu, Shuang Chen, Zhifang Sui
2024EMNLPEnhancing Tool Retrieval with Iterative Feedback from Large Language Models.Qiancheng Xu, Yongqi Li, Heming Xia, Wenjie Li
2023ACLEnhancing Continual Relation Extraction via Classifier Decomposition.Heming Xia, Peiyi Wang, Tianyu Liu, Binghuai Lin, Yunbo Cao, Zhifang Sui
2023EMNLPBi-Drop: Enhancing Fine-tuning Generalization via Synchronous sub-net Estimation and Optimization.Shoujie Tong, Heming Xia, Damai Dai, Runxin Xu, Tianyu Liu, Binghuai Lin, Yunbo Cao, Zhifang Sui
2023EMNLPSpeculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation.Heming Xia, Tao Ge, Peiyi Wang, Si-Qing Chen, Furu Wei, Zhifang Sui
2023EMNLPImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories.Heming Xia, Qingxiu Dong, Lei Li, Jingjing Xu, Tianyu Liu, Ziwei Qin, Zhifang Sui
2022ACLPremise-based Multimodal Reasoning: Conditional Inference on Joint Textual and Visual Clues.Qingxiu Dong, Ziwei Qin, Heming Xia, Tian Feng, Shoujie Tong, Haoran Meng, Lin Xu, Zhongyu Wei, Weidong Zhan, Baobao Chang, Sujian Li, Tianyu Liu, Zhifang Sui